As corn harvest winds down, Mark Welch, Texas A&M Ag Extension economist offered this October Market Grain Outlook report.
The Grain Stocks report from USDA last week showed corn in all positions as of Sept. 1 at 2.29 billion bushels, up 32 percent over last year and 76 percent above the most recent five-year average. This number was below the September WASDE number for 2016/17 ending stocks of 2.350 billion bushels and below the average trade guess going into the report of 2.353 billion.
The crop condition index for U.S. corn increased four points this week, very close to normal levels and consistent with seasonal patterns. The crop index this week is 362 and the average for early October is 361. The index usually bottoms out in early September and shows a slight increase as harvest expands. This week, the percent of crop rated as very poor declined by one point, the fair category declined by one, and corn rated good increase by 2 points. Maturity is running behind normal, 68 percent this week compared to an average of 78 percent. Harvest is9 points below average, 17 percent cut compared to 26 percent on average.
The Institute of Supply Management reported that the U.S. manufacturing sector expanded in September. The ISM index for September was 60.8, up 2 points from 58.8 in August and is the highest index reading since May of 2004. An index above 50 indicates expansion of the manufacturing sector.
The seasonal price pattern for the December corn contract shows that prices tend to fall off after we know more about acres (June 30 Acreage report) and weather during the precipitation and temperature sensitive silking and tasseling stages (July). With dry conditions impacting major corn growing areas, yield concerns have propped up prices more so than we would see in a normal year, compounded by significantly fewer corn acres this year. The corn production estimate came in slightly higher than expected in the September WASDE but the grain stocks report came in smaller than expected. At this point, it looks like we set the seasonal low a few weeks earlier than normal this year.
I am 80 percent sold on the 2017 corn crop and will price the remaining 20 percent at harvest. I am turning my attention to the December 2018 contract and am prepared to make sales against next year's crop if we get a significant late-season rally.


Full description: Andros property. 2 bedroom/2 bathroom house with additional guest studio on large plot of approx. 4,000sqm in the village of Remmata on the island of Andros. Living accommodation amounts to 155sqm. Armonia is a charming house and guest studio, built in 2006 in the traditional Greek village style, to a total of 155 sqmtrs with approx. one acre of garden and growing land in the village of Remmata. In a peaceful green valley surrounded by mountains, Remmata is only a 15 minute drive from the tourist resort and beaches of Batsi, 30 minutes from the ferry port of Gavrion and 30 minutes to the island capital of Andros town or Chora.The single storey house, at 125 sqmtrs, was designed by its present owners. It is tiled throughout, well insulated - making it cool and light in summer, while warm and easy to heat in winter. It has hardwood shutters, doors and windows - all with double glazing - oil fired central heating, and solar panels for hot water. The property has TV and broadband.It has a traditional open plan living/dining/kitchen area with a utility room, two double bedrooms, each with its own bathroom/shower room. There is a boiler room attached to the house containing the washing machine & tumble dryer, central heating boiler, tank for heating diesel, water pump for the house and some storage.The house has been lovingly maintained and gardens surround the house on three sides. All outside areas are well supplied with lighting, water taps and weatherproof electric sockets.There are several outside seating/eating areas with pergolas and private sunbathing areas. At the front of the house, overlooking the Remmata Valley, is a large balcony with pergola.The lower storey has a self contained guest studio, at 30 sq mtrs, with its own outside seating area.The land is fully fenced and below the house is an area of approximately 1/2 acre with 7 wide terraces running down to the river, which is the lower boundary of the land. At present some of the terracing is used to grow a variety of vegetables and fruit and there is ample space for keeping chickens or other small livestock if desired.The property and land are well provided with water. Domestic water is via a spring which arises higher up the mountain and is piped into an 8 (approximately) cubic metre water tank adjoining the boiler house. The house water is of excellent quality and safe and pleasant to drink.Numerous ferries operate between the islands of the Cyclades, allowing easy access to the mainland or other islands.The island is popular in the spring and early summer months with walkers.The property is on the market for 230,000 euros, and is being sold with fixtures, fittings and the majority of the furniture.Individual Room Information and Dimensions Bedroom 1 - main bedroom 3.90 x 4.00m Telephone socket and numerous electric sockets;Air conditioning unit and ceiling fan;Central heating radiator Bedroom 2 - guest bedroom - 3.00 x 4.25 + en-suite - 1.80 x 2.00 mtrsLarge double bedroom with double doors out to private balcony and seating area overlooking a garden;Large window overlooking a garden;Fitted wardrobes to ceiling height;Numerous electric sockets;Central heating radiator;En-suite shower room, with free standing shower, toilet, sink with mirror/light over with shaving socket, "ladder" style central heating radiator and window House Bathroom - 2.90 x 2.15 mtrsFull size bath with over bath shower fitting, separate shower, toilet, sink with mirror and light over. The sink unit is set within a vanity unit; Window;"ladder" style central heating radiator Hallway to Lounge/Diner/Kitchen Contains central heating thermostat, the main house fuse box and electric socket Lounge/Diner/Kitchen Large open plan room with three sets of patio doors out to covered balcony with dining/seating area overlooking the Remmata. Lounge area - 5.50 x 5.10 mtrs TV Aerial/Satellite/Telephone sockets, numerous electric sockets;Two central heating radiators;Main house door out to covered patio/seating area Diner/Kitchen - 4.00 x 3.90 mtrs Ceiling spotlights;Window facing out to garden and mountain beyond;Range of Italian fitted kitchen base and wall units with polished granite worktops, ceramic hob with extractor fan over, double oven incorporating grill, 1.5 sink unit and drainer;Fitted dishwasher and under counter fridge;Numerous electric sockets. Utility Room - 2.50 x 2.00 "Stable" style door out to patio, window;Built-in broom/storage cupboard;Worktop with large drawer, numerous electric sockets;Large freezer.Boiler House - 4.25 x 3.00Central heating boiler;Heating diesel tank;Emergency generator - wired to mains electric system;Fuse box;House water pump;Washing machine and tumble dryer;Free standing shelving and storage. Outside area to main house Main house patio/courtyard areas - Covered seating/dining area outside to main house door, open area with summer shower and steps to drive. Main sun area to covered seating/dining area outside kitchen, leading to the full length covered balcony overlooking the Remmata Valley with seating and dining area.Gardens to three sides of the house.Steps leading down to self- contained studio and wooden storage shed.Studio - 8.20 x 2.75 & Shower Room - 1.20 x 2.75 mtrsThree sets of patio doors;Studio kitchen unit with electric hot plate and fridge with freezer box underneath, all within a fitted storage unit;Large free standing wardrobe;Numerous electric sockets and TV aerial socket;Door through to shower room containing window, toilet, sink, shower and water heater;Mirror with light over containing shaving socket;Large patio/seating/dining area.Traditionally built 2 bedroom/2 bathroom property with additional guest studio on large plot in Remmata, within a 15 minute drive of Batsi on the island of Andros.


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Billie Eilish - everything i wanted (LIVE FROM THE STEVE JOBS THEATER)
"Everything I Wanted" (stylized in all lowercase) is a song by American singer and songwriter Billie Eilish, and co-written by Eilish and her brother Finneas O'Connell, who also produced it. Darkroom and Interscope Records released the track as a single on November 13, 2019. It is a house and electronica-influenced pop and alternative pop track with minimal piano and downtempo bass guitar instrumentation. Inspired by a nightmare she experienced, the song is about Eilish's strong relationship with O'Connell and his protectiveness of her from harm.
"Everything I Wanted" received mainly positive reviews from critics, several of whom praised the music and lyrics. The song was commercially successful, reaching number eight on the US Billboard Hot 100, becoming Eilish's second top-ten hit in the United States. It debuted at number one in the record charts of several countries, including Ireland and Norway, and peaked at number three on the UK Singles Chart. "Everything I Wanted" has received several certifications, including triple platinum in Australia, and double plantinum in Canada and the United States. On November 24, 2020, the song received nominations for Record of the Year, Song of the Year, and Best Pop Solo Performance at the 63rd Annual Grammy Awards, making it Eilish's second consecutive year for earning a nomination in such categories.
Eilish directed the song's accompanying music video, which was uploaded to her YouTube channel on January 23, 2020. The video depicts Eilish and Finneas holding hands while driving through the city in a Dodge Challenger and into the ocean; it received positive reviews from critics, many of whom praised its visual theme and message. Eilish has performed "Everything I Wanted" live several times; it was included on the setlist of her When We All Fall Asleep Tour (2019) and Where Do We Go? World Tour (2020). Eilish and Finneas performed the track during a 50-minute livestream for Verizon Communications in April 2020.
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Home / Emeritus Faculty Members / Christopher Armitage
Christopher Armitage
Christopher Armitage's teaching philosophy is that in seeking to inspire students, the teacher's being inspired by his or her subject is a desirable prerequisite, and he considers himself fortunate that his interests in English, American, and Canadian literature aligns with his degrees from England, Canada, and the United States. His international education convinced him of the consciousness-widening value of studying abroad, so he began taking UNC students and alumni on Study Abroad programs in 1970.
He has been teaching at UNC since 1967 and has won numerous teaching awards in the following decades.
Check out the recent article about his Shakespeare program: https://www.seh.ox.ac.uk/news/stage-page-and-college-unc-chapel-hill-students-spend-july-at-the-hall-studying-shakespeare
1967 Ph.D. English, Duke
1964 M.A. English and Canadian Literature, Western Ontario
1958 M.A., Oxford
1954 B.A. Honors English, Oxford
Manual of Service Writing for the Royal Canadian Air Force. (Ottawa: The Queen's Printer, 1958).
(co-author), A Bibliography of the Works of Louis MacNeice. (London: Kaye & Ward and Edmonton: University of Alberta Press, 1973)
Sir Walter Ralegh, An Annotated Bibliography [1576-1986]. (Chapel Hill: University of North Carolina Press, 1987).
Anne Wilkinson. (Toronto: ECW Press, 1989).
The Poetry of Piety. an anthology compiled with Rev. Dr. Ben Witherington, 2002.
Literary and Visual Ralegh. (Manchester University Press, 2013).
Elected an Honorary St. Edmund Fellow at Oxford
Member of the Vice Chancellor's Circle at Oxford
1973 Standard Oil Foundation Award "for inspirational teaching of undergraduates"
1981 Nicholas Salgo Outstanding Teacher Award "in recognition of teaching excellence as evidenced by classroom effectiveness, ability to motivate and inspire students and contributions to student intellectual development"
1986-89 Bowman and Gordon Grey Term Chair for "excellence in inspirational teaching of undergraduates"
1995-98 The first University Professor of Distinguished Teaching "in recognition of career-long excellence and exceptional ability in the teaching of graduate and undergraduate students"
2000 Elected to UNC Academy of Distinguished Teaching Scholars
2003 Tanner Award for "demonstrated excellence and exceptional ability in the teaching of undergraduates"
2008-14 Bowman and Gordon Gray Chair
2009 Board of Governors' Medal for Sustained Excellence in Teaching
2015 Mentoring Award of the Carolina Women's Leadership Council


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Atthaya Thitikul Earns First LET Win as a Pro
Atthaya Thitikul, also known by her nickname "Jeeno," is a Thai golf phenom who has been described as a "phenom" for what seems like a phenomenally long time. Playing as an amateur, she won the Ladies European Tour Thailand Championship way back in 2017 when she was only 14 years old.
In 2019, still an amateur, she repeated as champion in that tournament, winning by five strokes at age 16.
When the COVID pandemic hit in 2020, Thitikul had turned pro. But her pro career got off to a slow start because the pandemic kept her cooped up in Thailand. Jeeno earned her first win as a professional golfer in July of 2020 at the Singha-Sat Thai LPGA Championship on the Thai LPGA Tour.
And now, less than a year later, Thitikul has her first win on the Ladies European Tour when playing as a pro (her third LET win overall). On June 27, 2021, Thitikul won the Czech Ladies Open.
Atthaya carded scores of 68 and 68 in the first two rounds. In the final round she shot 65 to finish at 15-under 201 and win by one stroke over the runner-up Nuria Iturrioz.
And guess what: Jeeno is still only 18 years old.
Labels: Atthaya Thitikul
Who's No. 1? Nelly Korda
Lily May Humphreys, English Up-and-Comer
Gabby Then on a Great Run in 2021
French Amateur Marine Griffaux Earns Win in 1st Pr...
Morgane Metraux's Breakthrough Win
Matilda Castren: First Finnish Winner on LPGA Tour


You can now change your account information by using the simple online form below. Simply insert your information in the "Former" column as it appears on your invoice, and place your updated information in the "Current" column. If any of the fields below do not apply, simply disregard them and leave them blank.
If you wish, you may still change your information by contacting our Billing Department via phone at 724-463-0105 and e-mail at billing@yourinter.net.Thank you.


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HomeOther NewsLiberians Are Excited Over The Infusion Of New Banknotes And Coins Into The Economy
Liberians Are Excited Over The Infusion Of New Banknotes And Coins Into The Economy
December 19, 2022 Joel Cholo Brooks Other News 0
As the Central Bank of Liberia (CBL) introduces a new family banknotes and coins, some Liberians who spoke to the GNN say they are excited to see a new family of banknotes and the introduction of coins on the Liberian market, commending the the bank for what they described as a job well done.
Over the past months the Central Bank of Liberia (CBL) has been vegoriously creating awareness on the infusion of the new banknote currency into the local market, according to sources at the bank this reform is inconsistent with the May 6, 2021, Joint Resolution of the National Legislature authorizing the Central Bank of Liberia (CBL) to print and mint the new family of Liberian currency totaling L$48.734 billion.
CBL was also instructed to get rid of the L$10 and L$5 banknotes. The resolution states that these denominations are to be minted into coins.
"That the denomination of banknotes to be printed shall be L$20, L$50, L$100, L$500, and L$1,000, and the denominations to be minted in coins shall be L$5 and L$10," the Joint Resolution stated.
The Legislature also gave the CBL the mandate to ensure that the printing of banknotes and minting of coins are undertaken during 2021, 2022, and 2024 to respond to future liquidity in 2024.
The Joint Resolution also mandated the CBL to put in place adequate logistics and governance arrangements, including appropriate procedures, internal controls, and compliance functions, to ensure the integrity and transparency of the currency reform process.
Additionally, the CBL's Technical Committee for Currency Reform (TCCR) has been guided by technical advice from Kroll Associates Inc. (Kroll) (starting in March 2020) and the International Monetary Fund (IMF) earlier.
The technical support from the IMF is primarily focused on the macroeconomic implications of the currency program within the context of the Extended Credit Facility (ECF), while the technical support from Kroll is focused on assisting the TCCR to assess and manage risk associated with the reform process, including procurement, design work, security, and other operational issues.
Speaking at the official launch of the campaign, CBL Executive Governor J. Aloysius Tarlue lauded development partners for their contribution and support to the government through the bank.
He noted that the international partners' support has helped the country to maintain macroeconomic stability over the years.
Tarlue said the support provided to Liberia by the development partners including the IMF, World Bank and others, over the years is hugely recognized, especially towards the country's ongoing new currency reform process.
He said the awareness activities on the infusion of the new Liberian currency will run for seven months, beginning September 1, to the end of March 2023, with several town hall meetings planned by the bank.
Tarlue added the strategy is also intended to infuse the new currency into the market through the various commercial banks for accountability purposes.
"CBL is working with other financial institutions to ensure that the process is smooth and successful and wants to encourage the public to open accounts with various commercial banks in the country," he said.


RIVERSIDE COUNTY, CA – – Chad Bianco has been endorsed by all major law enforcement associations in Riverside County including the Banning Police Officers' Association (POA), the Palm Springs POA, the Riverside POA, the Hemet POA, the Corona POA, the Murrieta POA, the Beaumont POA, the Indio POA, the Cathedral City POA, the Desert Hot Springs POA and the Riverside Sheriffs' Association. Incumbent Sheriff Stan Sniff does not have one Riverside County law enforcement association endorsement.
The Chad Bianco for Sheriff campaign also released a new TV ad recently where men and women of law enforcement speak about Lt. Bianco's qualifications. You can view the ad HERE.
Lt. Bianco was the top vote-getter in the election for Sheriff during the June 5th Primary Election. He faces Sheriff Stan Sniff in a run-off election this November.


Beautiful short sleeved embroidered tulle gown with beaded accents and scalloped hemline. The great part about this ensemble is that you can always wear the dress without the bonnet as this would make a gorgeous gown for a young child in a wedding also. Outfit comes with everything that is pictured. Dress is fully lined for the utmost comfort. Great quality that you cannot beat for this price. This item is made by a designer label that creates high-quality and reasonably priced styles perfect for casual, formal, and special occasions.


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Asilus marginatus är en tvåvingeart som beskrevs av Geoffroy 1785. Asilus marginatus ingår i släktet Asilus och familjen rovflugor.

Artens utbredningsområde är Frankrike. Inga underarter finns listade i Catalogue of Life.

Källor

Rovflugor
marginatus

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«Йоган Кройф Арена» () — футбольний стадіон в Амстердамі, Нідерланди. Домашня арена футбольного клубу «Аякс» та збірної Нідерландів з футболу. Вміщує 56 120 глядачів.

Історія

Стадіон побудований та відкритий у 1996 році. Проєкт арени був розроблений ще 1986 року як олімпійський стадіон з футбольним полем та легкоатлетичним манежем. Проєкт арени розроблявся у рамках підготовки Амстердама до Літніх Олімпійських ігор 1992 року, оскільки місто було одним із претендентів на їх проведення. Після того, як право на проведення олімпіади виборола Барселона, план побудови нового стадіону в Амстердамі був закинутий. У 1987 році Спортивна фундація Амстердама презентувала план побудови стадіону із потужністю 55 000 глядачів. У 1990 році новий проєкт було розроблено на основі двох попередніх. Арена планувалася із футбольним полем та легкоатлетичним манежем, а також із дахом, який повністю закриває поле і трибуни. «Аякс», який тоді грав на стадіоні «Де Меєр», тоді планував будівництво більшої нової домашньої арени. Протягом вже кількох років клуб грав на «Олімпійському стадіоні». Тому за сприяння «Аякса» конструкція спроєктованого стадіону була змінена: легкоатлетичний манеж із біговими доріжками було вилучено, потужність знижена до 50 000 місць, а фіксований постійно закритий дах замінений на розсувний. У 1992 році муніципалітет Амстердама оголосив про будівництво на місці, де перед цим планувалася побудова нового стадіону, багатоповерхового паркінгу. Але вже 1993 року влада Амстердама знову змінила плани і дала дозвіл на будівництво там стадіону.  У листопаді 1993 року було розпочато будівельні роботи.  Вже у березні 1996 року «Амстердам-Арену»  було дозволено відвідувати туристам та місцевим мешканцям. За час будівництва арену відвідало 180 000 відвідувачів. «Амстердам-Арена» була офіційно відкрита 14 серпня 1996 року королевою Беатрікс.

Першим матчем, зіграним на стадіоні, був товариський матч між «Аяксом» та італійським «Міланом».

На стадіоні розташований музей ФК «Аякс».

Окрім футбольних матчів на стадіоні проводяться змагання з американського футболу та різних видів спорту. А також культурні заходи, зокрема концерти. Під трибунами арени можуть розміститися 500 автомобілів, а неподалік розташований паркінг на 12 000 автомобілів.

Стадіон приймав матчі в рамках Чемпіонату Європи з футболу 2000 року. Також прийматиме матчі в рамках Чемпіонату Європи з футболу 2020 року.

25 квітня 2017 року було оголошено, що «Амстердам-Арена» буде перейменована на «Йоган Кройф Арена», на честь легендарного нідерландського футболіста Йогана Кройфа.

Будівля
Головним архітектором стадіону є Роб Шуурман. Повна місткість стадіону становить 54 990 осіб. До кінця сезону 2019-2020 років місткість була розширена приблизно до 56 000 місць. Під час музичних концертів стадіон має максимальну місткість 68 000 відвідувачів. Місткість паркінгу Transferium всередині становить 500 автомобілів (всередині); на вулиці доступні ще 12 000 місць.

Цікаві факти
Влітку 2018 року на найбільшому стадіоні Нідерландів впровадили інноваційну технологію збереження енергії. Спільно з Nissan, Eaton, BAM, The Mobility House та Johan Cruijff були встановлені 148 батарей від Nissan Leaf, що здатні будуть підтримувати освітлення арени навіть при відключенні від загальної мережі. Потужність встановленого комплексу 3 МВт. Метою проєкту було «поліпшення умов використання та голландської енергетичної мережі». Також енергозбереження забезпечують 4,2 тис. сонячних батарей, котрі підживлюють комплекс.

Примітки

Джерела
 Офіційний сайт
 Amsterdam ArenA

Стадіони Нідерландів
Спорт в Амстердамі
Засновані в Нідерландах 1996


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Q: How to expose traefik v2 dashboard in k3d/k3s via configuration? *Cross-posted to k3d github discussions, to a thread in Rancher forums, and to traefik's community discussion board
Tutorials from 2020 refer to editing the traefik configmap. Where did it go?
The traefik installation instructions refer to a couple of ways to expose the dashboard:

*

*This works, but isn't persistent: Using a 1-time command kubectl -n kube-system port-forward $(kubectl -n kube-system get pods --selector "app.kubernetes.io/name=traefik" --output=name) 9000:9000

*I cannot get this to work: Creating an "IngressRoute" yaml file and applying it to the cluster. This might be due to the Klipper LB and/or my ignorance.
No configmap in use by traefik deployment
For a 2-server, 2-agent cluster... kubectl -n kube-system describe deploy traefik does not show any configmap:
  Volumes:
   data:
    Type:       EmptyDir (a temporary directory that shares a pod's lifetime)
    Medium:
    SizeLimit:  <unset>
   tmp:
    Type:               EmptyDir (a temporary directory that shares a pod's lifetime)
    Medium:
    SizeLimit:          <unset>
  Priority Class Name:  system-cluster-critical

No "traefik" configmap
And, kubectl get -n kube-system cm shows:
NAME                                 DATA   AGE
chart-content-traefik                0      28m
chart-content-traefik-crd            0      28m
chart-values-traefik                 1      28m
chart-values-traefik-crd             0      28m
cluster-dns                          2      28m
coredns                              2      28m
extension-apiserver-authentication   6      28m
k3s                                  0      28m
k3s-etcd-snapshots                   0      28m
kube-root-ca.crt                     1      27m
local-path-config                    4      28m

No configmap in use by traefik pods
Describing the pod doesn't turn up anything either. kubectl -n kube-system describe pod traefik-.... results in no configmap too.
Traefik ports in use, but not responding
However, I did see arguments to the traefik pod with ports in use:
      --entryPoints.traefik.address=:9000/tcp
      --entryPoints.web.address=:8000/tcp
      --entryPoints.websecure.address=:8443/tcp

However, these ports are not exposed. So, I tried port-forward with kubectl port-forward pods/traefik-97b44b794-r9srz 9000:9000 8000:8000 8443:8443 -n kube-system --address 0.0.0.0, but when I curl -v localhost:9000 (or 8000 or 8443) and curl -v localhost:9000/dashboard, I get "404 Not Found".
After getting a terminal to traefik, I discovered the local ports that are open, but it seems nothing is responding:
/ $ netstat -lntu
Active Internet connections (only servers)
Proto Recv-Q Send-Q Local Address           Foreign Address         State
tcp        0      0 :::8443                 :::*                    LISTEN
tcp        0      0 :::8000                 :::*                    LISTEN
tcp        0      0 :::9000                 :::*                    LISTEN
/ $ wget localhost:9000
Connecting to localhost:9000 ([::1]:9000)
wget: server returned error: HTTP/1.1 404 Not Found
/ $ wget localhost:8000
Connecting to localhost:8000 ([::1]:8000)
wget: server returned error: HTTP/1.1 404 Not Found
/ $ wget localhost:8443
Connecting to localhost:8443 ([::1]:8443)
wget: server returned error: HTTP/1.1 404 Not Found

Versions
k3d version v4.4.7
k3s version v1.21.2-k3s1 (default)

A: Jakub's answer is pretty good. But one thing that is unfortunate about it is that if k3s restarts, the configs get reset. According to the k3s docs, if you create a custom file called /var/lib/rancher/k3s/server/manifests/traefik-config.yaml, k3s' traefik will automatically update with this new config and use its values. Here is what I have:
apiVersion: helm.cattle.io/v1
kind: HelmChartConfig
metadata:
  name: traefik
  namespace: kube-system
spec:
  valuesContent: |-
    dashboard:
      enabled: true
    ports:
      traefik:
        expose: true # this is not recommended in production deployments, but I want to be able to see my dashboard locally
    logs:
      access:
        enabled: true

With this setup, you can skip the port-forwarding and just go to http://localhost:9000/dashboard/ directly!

A: I found a solution and hopefully someone find a better one soon

*

*you need to control your k3s cluster from your pc and not to ssh into master node, so add /etc/rancher/k3s/k3s.yaml into your local ~/.kube/config (in order to port forward in last step into your pc)

*now get your pod name as follows:

kubectl get pod -n kube-system

and seach for traefik-something-somethingElse
mine was traefik-97b44b794-bsvjn

*now this part is needed from your local pc

kubectl port-forward traefik-97b44b794-bsvjn -n kube-system 9000:9000

*get http://localhost:9000/dashboard/ in your favorite browser and don't forget the second slash

*enjoy the dashboard

please note you have to enable the dashboard first in /var/lib/rancher/k3s/server/manifests/traefik.yaml by adding
dashboard:
  enabled: true

A: for the current latest version of k3s (1.21.4):

*

*according to traefik's installation guide (https://doc.traefik.io/traefik/getting-started/install-traefik/#exposing-the-traefik-dashboard), create dashboard.yaml with the proper CRD content, and run
kubectl apply -f dashboard.yaml

*create DNS record or modify host file of the hostname - ip mapping for you set up in last step

redpajama_set_name: RedPajamaStackExchange


Welcome to the first in my series of videos addressing some of the more advanced ideas surrounding Avaya Breeze™. It picks up where my introductory series ended and places a greater emphasis on important, but lesser understood, tasks and programming techniques.
Here in Part One, I present a method to catch and process runtime errors that might occur in a Breeze Snap-in. Specifically, I introduce you to the Error Boundary Task and demonstrate its use within a running workflow.
Andrew Prokop is the Director of Vertical Industries at Arrow Systems Integration. Andrew is an active blogger and his widely-read blog, SIP Adventures, discusses every imaginable topic in the world of unified communications. Follow Andrew on Twitter at @ajprokop, and read his blog SIP Adventures.


OSAAT has a new challenge today. Use a digi is the theme. I have used the image 'Best friends' from Alipeeps (Stitchy Bear).
What a cute card and such soft/subtle colours too. That image is so sweet and I can see it being quite versatile too. What a great card to give or receive. Love it.
Sweet card Anne Lise the little girl looks a kind of sleepy and ready for bed, wonderful papers & design!


The Brown & Williamson Tobacco Company announced a cost-cutting plan yesterday that will include eliminating jobs, as sales of its Kool, Lucky Strike, Carlton and other cigarette brands slip. Brown & Williamson said it had lost more than 3 percent of the tobacco market share since a 1998 settlement with the states' attorneys general. How many of the company's 6,000 jobs would be cut was unclear, a spokesman, Mark Smith, said. The company will offer an early retirement package to about 500 salaried employees, Mr. Smith said. The company will cut more jobs then, he said.


text:
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd">

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		<title>Bavayia factsheet on ARKive - Bavayia goroensis</title>
        <link rel="canonical" href="http://www.arkive.org/bavayia/bavayia-goroensis/" />
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Bavayia (Bavayia goroensis)

Kingdom	Animalia

Phylum	Chordata

Class	Reptilia

Order	Squamata

Family	Diplodactylidae

Genus	Bavayia (1)

Bavayia goroensis is classified as Endangered (EN) on the IUCN Red List (1).

Information on Bavayia goroensis is currently being researched and written and will appear here shortly.

This information is awaiting authentication by a species expert, and will be updated as soon as possible. If you are able to help please contact:
arkive@wildscreen.org.uk

IUCN Red List (November, 2011)
http://www.iucnredlist.org

redpajama_set_name: RedPajamaGithub


text:
Auto Evaluations
Buying Tips, SUV
The 2021 Ford Bronco is expected to be released and made available for purchase come Springtime of 2021 while towards the end of 2020 people will be capable of ordering their brand new Ford. However, the Ford Bronco Sport will be available even sooner. This soon to come vehicle will continue to be an off-road 4×4 that has the ability to ride on any terrain. For those speed demons out there, the Bronco has been raced-tested for its EcoBoost turbocharged engines that give you the motivation to step on the gas when off-roading.
There are also multiple models to choose from when they are made available so that you can pick the model that suits your style. The Base model has a starting price of $26,660, the Big Bend model is a bit more updated with a starting price of $28,160. The Outer Banks model comes with a different interior and exterior altogether with the same abilities as a Bronco Sport, this vehicle contains a starting price of $32,160. The Badlands model is better equipped and is among the most durable Ford Broncos out there that has a starting price of $32,660. Lastly, the fully reserved First Edition model has a starting price of $38,500.
There will be two types of 2021 Ford Broncos released aside from the listed models. There the Ford Bronco and the Ford Bronco Sport. The Ford Bronco is durable itself but purchasing the Ford Bronco Sport allows for more ability to hit the road.
Tougher and more durable equipment is installed to make for better trips and adventures, however, each 2021 Ford Bronco is made to get you from point A to point B with the fun if off-roading included. Each Ford Bronco will assist you in making your way through every terrain you make it around it.
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Tags: 2021 Ford Bronco
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Took my truck in for a trailer safety inspection. Unfortunately my 9 year old baby needed some TLC. Les and the crew kept me updated and gave me some options for repairs which was appreciated. The repairs where completed the same day. As I had to pick my truck up after hours they emailed me the required towing certificate so I had them in hand for my equine event the next morning.
I went to the grand opening and met the most amazing people from Buehler Automotive. what a freindly, honest family oriented shop. i will look forward to bringing my vehicle for service here.thank you so much for the great bar-b-q for opening day, i enjoyed myself immensely.i forgot to fill out the form for a chance to win the apple watch while i was there because i was enjoying the food and the great conversation with the staff and clients.
Great experience! The guys are professional, the prices are reasonable and the service was very nice. Definitely would recommend!


The ride from Morse to Moose Jaw was fairly easy going and really pretty. Gentle rolling hills of golden grasses reminded us of the Peak District back home but there was also the unfamiliar sight of salt marshes with their heaping piles that looked like dirty snow. It was hot with blazing sun and beautiful blue skies streaked with white clouds. We stopped for coffee and pastries in Chaplin which is just past a place called Uren, pronounced urine (?!) and for a cold drink in Mortlach where for some unfathomable reason they were flying the Welsh flag.
Before long we reached the outskirts of Moose Jaw and were super excited to see a lovely big sign welcoming us to 'The Friendly City'. A short ride down some extremely potholed streets brought us to Glenda's place. Glenda is on Warm Showers and we'd actually contacted her weeks previously as we intended to get some bike supplies posted to her, but we were excited to stay with her as we'd been recommended her by both Peter and the two Korean guys at Medicine Hat. She quickly made us feel right at home and soon after arriving we were sharing some delicious salads for lunch with Glenda, Chevonne and Larry.
We arrived on Monday and actually ended up staying until Saturday, which is a totally amazing and hospitable thing in itself, but Glenda really is a wonderful host and went out of her way to help us make the most of our stay in her home town. Because Moose Jaw is important to us Tom and I are both going to write about our time there. So I'm going to tell you about our visit to the Mineral Spa, the Casino and our meeting with the Mayor.
We'd contacted the Mayor's office prior to our visit to see if we could meet her and get a photo and they kindly obliged and set us up with an appointment at 11am on Wednesday. We debated whether Tom should get his hair cut and beard neatened up but did nothing in the end. Mayor Deb Higgins is Moose Jaw's first female mayor and she was down to earth and very interesting. Her assistant gave us a bunch of pin badges and the Mayor gave us a commemorative postcard. We sat in her office and talked for over half an hour, learning about the city and telling her about our trip. Then we went outside and got a photo taken by a reporter from the Times-Herald. After taking our leave from the Mayor we went for a coffee with the reporter and she interviewed us for an article which you can read here.
That afternoon we spent a few hours soaking in the mineral waters of the Spa and reading and relaxing before making our way across the street to the Casino. Peter, who we'd donated our last few US dollars to his Indiegogo project which hadn't worked out, had very sweetly left us a little package of casino chips at Glenda's as he knew we'd be coming through. Our previous experience in Vegas was almost entirely on penny slots or roulette so we hit the roulette table as no one else was on it and we are utterly unaware of the rules and etiquette of anything else in there and didn't want to offend anyone or get ourselves in trouble. Within no time we lost all our money. Also based on our Vegas experience we ordered two beers assuming they'd be free, like in Vegas, but no they were extortionate. That is not how you keep people in a casino losing money on all the gambling!
We decided that we'd given the casino enough of our dough and headed back to Glenda's ambling through the streets to take in a few of the murals around town which Glenda had been pivotal in bringing about. They had even got the artist who'd been involved in the impressive murals we'd seen all the way back in Vancouver Island with Thor and they were part of the city's reinvention as a tourist destination and key to making the residents change how they felt about the place.
We really enjoyed our time in our namesake city. Obviously it helped having wonderful hosts who were a mine of local information and a lot of fun, but it was really nice to be in a little city with coffee shops and restaurants, cool stuff to look at and do, but with less of the tourist hype of somewhere like Banff. I also left Moose Jaw as the best manicured and pedicured cycle tourer on the circuit as Glenda treated me to a girly day with her and Chevonne when one of her other daughters cancelled at the last minute.
That's so exciting that you've made it to Moose Jaw!


Madeleine, a native of France, shares her passion for anything cheese. Email specific questions or areas of interest on the subject for discussion to: cheese.etc.etc.@gmail.com. A food fee is included in the tuition. The tuition is $45 with a Gold Card fee being $30. Registration is required for this two hour class by visiting the District 128's Community Education Department's website or by calling.


When to use Jan de Vries Child Essence?
This combination of the flower remedies has been put together to help the child to relax, be more stable, increase confidence and adjust to the situation they are in.
2-7 years: 3 drops in a little water 3 times daily.
Grape alcohol (approx 27% ABV) infusions of Chamomille, Vervain, Chicory, Vine, Copper Beech, Honeysuckle, Cerato, walnut and Mimulus with Star of Bethlehem, Impatiens, Cherry plum, Clematis and Rock Rose.


text:
How Girl Scout Cookies Funded My Troop's International Travel
by Sandy Norman | May 2, 2017 | Cookies & Fall Product Program, From The Field, Travel & Adventure | 3 comments
Many people know about the Girl Scout Cookie Program, but not very many are aware of where those cookies can take a girl!
Last summer, fifteen young women and nine adults from Girl Scouts of Northern California met up with a sister troop from New Hampshire to set out on an amazing adventure in Peru. We spent 10 days experiencing the culture, history, and sights of Peru throughout Lima, Cuzco, Ollantaytambo, Aguas Calientes, Machu Picchu and Puerto Maldonado.
Along with the time we spent exploring these cities, we also spent time performing three days of community service. The project that had the biggest impact on all of us was helping to build a workplace for the women in a village in Ollantaytambo. The women run a weaving guild to help support their families and, up until recently, they had to take turns traveling to the nearest guild office, which is about 20 miles from their home. This changed when an outside organization came to their village to help them build a space for them to use as an office, workplace, and storefront to sell their products.
When we arrived in the village, our Girl Scouts were amazing and got right to work with their "can do" attitudes! Our task during our time there was to complete building the adobe brick outer walls, then apply the stucco and mud to hold them together. For two days this group of young—and not so young!—adults worked for 6-7 hours a day without any complaints. We were hot and dirty, but it didn't matter; we got through it by telling jokes and stories, interacting with the children in the village, and singing lots of Girl Scout songs to help pass the time.
When it came time to leave, there were tons of tears shed between our group and the families in the village. Many of our Girl Scouts were already asking about how they could come back and help some more—that alone was enough to tell me what an incredible impact this experience had made on our girls!
After a day trip to Machu Picchu, we returned to the city of Cuzco where we toured some of the famous sites throughout the city. I was impressed with how much the girls already knew about what we were seeing, taking on the role of our tour guide, using information they had learned through "homework" I had assigned prior to our trip. Even our tour director, who is from Peru, was impressed with the information the girls were able to share!
Our final stop in Cuzco was at an orphanage for girls. Some of the girls questioned why this stop was on our itinerary but, after we entered the gates and they saw the girls who were being taken care of there, their questioned disappeared. We had a short tour of the facilities before the fun truly began. Out came a soccer ball and the challenge was set—these girls were all ready to have some fun. Some of the girls played hard with the soccer ball for about an hour, while others learned a fun card game, played on the playground equipment, or just sat and talked. The common language they shared during this visit was compassion and joy.
What you need to know is that, if it weren't for the boxes of cookies the girls sold, many of them would not have been able to share in this amazing experience. Two of our travelers paid for their trips completely through the cookie program and two thirds of the group benefited from the use of Cookie Rewards Cards to help them. They put a lot into their cookie businesses to turn their dreams into reality, but I think the skills learned and memories gained from selling cookies and traveling to Peru is something they will cherish forever. Many of them have set their sights on future trips, both through Girl Scouts and personal travel, and I have no doubt that cookies have helped them learn the values and skills they need to accomplish these goals!
Where will a box of cookies take a Girl Scout? Anywhere she sets her mind to.
For more information on how to start planning your troop's big adventure, check out GSNorCal's Volunteer Essentials!
Sandy Norman—Sandy has been a Girl Scout since 5th grade, during which she lived in Naples, Italy. She has been an Extended Troop Travel learning facilitator for 18 years and has loved helping other leaders learn how to travel with their troops! Sandy has also been leading council trips since 2010 and enjoys sharing her travel knowledge with GSNorCal girls and adults.
Marlene Smith	on May 4, 2017 at 8:19 pm
Thank you for this amazing and inspiring story, Sandy. So glad to see how Scouts can witness first hand, how they can make a difference- even in a place so far from home.
Marla Covey	on June 6, 2017 at 10:11 pm
Sandy- my troop of Ambassadors recently became interested in planning a trip to Peru. Do you have any information you can share- contacts, tips, suggestions- we are in the early stages of planning! Your trip sounds wonderful!
Sandy Norman	on October 26, 2017 at 8:42 am
Marla, I'm sorry it's taken so long to get back to you about your troop's plans fro travel to Peru. I just saw you response on the Trailhead article this morning. Please let me know if I can help you with anything. The best way to reach me is by email:
slnorman@pacbell.net. I'd love to help any way I can.


COLOMBO (EconomyNext) – Sri Lankan shares ended lower Thursday but turnover shot up as a large stake in Ceylinco Insurance changed hands, brokers said.
The All Share Price Index closed at 7,236.87, down 8.18 points (0.11%) while the S&P SL 20 index, which tracks the top 20 largest and most liquid stocks, ended at 4,042.99, down 17.86 points (0.44%), according to provisional figures.
Turnover shot up to 5.3 billion rupees mainly owing to a large deal in Ceylinco Insurance with several other crossings or off-the floor negotiated deals done as well.
Oshan Dharmaratne, investment analyst at Lanka Securities, said almost 2.2 million Ceylinco Insurance shares changed hands at 1,602 rupees a share.
The share closed at 1,600.00 rupees, up 52.10 (3.37 percent) with a total of 2,198,123 shares done in 12 trades generating a turnover of 3.5 billion rupees.
Dharmaratne said there were other deals in John Keells Holdings, Cargills and United Motors.
Sanasa Development Bank, which was actively traded, reached a 52-week high of 136.60 rupees mainly because of higher earnings released Thursday.
Buying interest was seen in Lanka Walltiles, Softlogic Finance, Sanasa, Commercial Credit and Singer Finance.


text:
Québec, Canada - Montreal - Culture & Jazz in the Heart of Quebec - Classic Escapes
Québec, Canada – Montreal – Culture & Jazz in the Heart of Quebec
Categories: Canada, North America Itinerary Upload File: Product Banner Image: , , , Products Link PDF: Departure Date and Year: Products Link PPT:
Explore the culture of Quebec and the singular charm of Montreal on the backdrop of its world-renowned annual jazz festival. Step into the world of the Québécois as you venture to the major points of interest around Montreal, stopping to immerse yourself in the culture, from learning their culinary secrets to taking in their art and history. Your experience will be enhanced by nightly live concerts by some of the biggest names in jazz. By day, visit points of interest ranging from the botanical to the archeological, giving you both a perspective on the history of Quebec and an authentic feel for this utterly unique Canadian province.
Day 1 - ARRIVE MONTREAL, QUÉBEC/ATELIERS & SAVEURS COOKING CLASS
Your adventure begins as you arrive your hotel in Montreal, the largest city in Québec. Its name is derived from Mount Royal, the triple peaked hill located in the center of the city. Tonight, enjoy a welcome dinner at one of Montreal's nearby restaurants. Your home for the next four nights is the Marriott Spring Suite Vieux Montreal, centrally located in the heart of charming and historic Old Montréal. Tonight, enjoy a three-hour evening cooking class and wine tastings with Ateliers & Saveurs (make five savory tapas and one sweet). After enjoying the fruits of your success for dinner, return to your hotel. Afterward, you're free to explore Montreal on your own. MARRIOTT SPRING SUITE VIEUX MONTREAL.
(Welcome Dinner at Ateliers & Saveurs)
Day 2 - MONTREAL~OLD MONTREAL/POINTE-ÀCALLIÈRE
This morning discover the major historical sites in the eastern sector of Old Montréal. Stroll through the charming cobblestone streets and winding alleys of the historic district, revealing its rich heritage. End your morning at the Notre Dame Basilica for a guided tour that will take you in very private areas of the Basilica such as the galleries and the baptistery. The famous Gothic style basilica was built by James O'Donnell, a Protestant who became so inspired with his work that he converted to Catholicism. The exterior and interior of this house of worship are a feast for the eyes, combining classic architectural elements with luxe and colorful artwork, including the massive and ornate organ installed behind the altar, a selection of detailed wooden sculptures, glittering stained glass windows that favor scenes from Montreal's religious history (rather than Biblical scenes) and the golden stars set in deep blue that cover the ceiling. Enjoy lunch at the Vieux-Montréal Steakhouse and in the afternoon visit the Pointe-à-Callière, Montreal Archaeology and History Complex. This archaeological tour will take you on a historical journey from the 14th century to present day. Tonight, enjoy your first concert at Montreal's Jazz Festival. MARRIOTT SPRING SUITE VIEUX MONTREAL.
(B,L)
Day 3 - MONTREAL~MUSEUM OF FINE ARTS/ BIODOME & JARDIN BOTANIQUE DE MONTREAL
Enjoy the collections and exhibitions of the Montreal Museum of Fine Arts with a private tour guide. It now numbers over 41,000 works from Antiquity to today, making it unique in Canada. It comprises paintings, sculptures, graphic arts, photographs and decorative art objects displayed in four pavilions. Lunch is on your own before an afternoon visit to the Biodôme de Montreal, an oasis in the heart of the city, which recreates some of the most beautiful ecosystems of the Americas (the Tropical Rainforest, the Laurentian Maple Forest, the Gulf of St. Lawrence, the Labrador Coast & SubAntarctic Islands). Continue with your visit to the Botanical Gardens (Jardin Botanique de Montreal) with a private tour guide. One of the city's jewels, it is recognized as one of the world's greatest botanical gardens. Its rich collection of more than 22,000 plant species and cultivars, its ten exhibition greenhouses, tree house, and some 30 thematic gardens make the venue exceptional. Walk through the various themed gardens, like the Chinese Garden inspired by the gardens of the Ming Dynasty or the traditional Japanese garden which pays homage to Japanese culture and art and includes a tea room, outdoor bonsai garden, a Zen garden, and a number of fascinating hedge sculptures and exhibits. Tonight, attend another Jazz Music Festival concert. MARRIOTT SPRING SUITE VIEUX MONTREAL.
Day 4 - MONTREAL~ MILE-END DISTRICT/JEANTALON MARKET/MONTREAL'S OLD PORT
Start your day with a step-on-guided tour of Montreal "Public Art and Architecture" in a bus, which highlights the French, British, and North American influences. This city tour covers the most prominent buildings and works of public art in Montreal, which includes some truly eye popping sculpture in public areas. The tour terminates at the Jean-Talon market – where you will have ample time to explore one of the largest public markets in North America. Located in the heart of Little Italy and opened in May of 1933, making it one of the oldest public markets in Montreal, this market is known for the many local fruit and vegetable vendors that come together to sell fresh foods. From fruits, vegetables, flowers, spices, and oils to cheeses, meats, and even artisanal bakery goods, this market has everything a gastronomical shopping spree could ask for. In the afternoon, you will have the chance to navigate through the history of Montreal's Old Port in an intimate and special boat with electric pollution free propulsion system. Founded in 1642 by Paul Chomedey de Maisonneuve, Montreal's old port is declared a historic district, where French fur traders once plied their trade and the distinct Montreal Clock tower stands, welcoming six million visitors annually. The history of this beautiful city is simply amazing. In the evening, enjoy dinner at Gibby's and bid farewell to this amazing adventure. MARRIOT SPRING SUITE VIEUX MONTREAL.
(B, D)
Days 5 - DEPART MONTREAL
After breakfast, you're free to proceed to the Montreal airport for your flight home.
Maximum group size: 40 travelers although there are no limits.
NOTE: The Montreal Jazz Festival is only in June. This program can be offered year-round. We can substitute other performing arts and events based on the time of the visit, and the individual interest
All meals as specified in the itinerary.
Services of an experienced Canadian driver.
Local step-on guides for the tours indicated in itinerary.
Transportation in air-conditioned private bus.
Included activities:
a. Private cooking class at Ateliers & Saveurs including wine tasting.
b. Private guided walking tour of old Montreal -90 minutes.
c. Private tour of Notre Dame Basilica – 60 minutes (10 travelers minimum).
d. Private guided architectural bus tour -2 hours.e. Fine Arts Museum, collections & exhibitions – private tour-1 hour.
f. Private guided Old Port Boat Tour, including one drink – approximately 2 hours.
All applicable hotel taxes.
All entry fees as specified per the itinerary.
Complimentary baggage tags.
"I feel like family in Québec and Montréal, and by the way, Montréal is my
favourite city in the world! It's the only place that combines all the good things
about Europe and America, with none of the bad!"
–Holly Cole, Jazz Singer
July and August is warm and often humid during the day – can reach the 80s, although nights by the water or at higher altitudes are cooler. June and September ar e more comfortable or fresh during the day and sometimes cold at night. September is the best month for the foliage. Montreal can be visited any time of the year, but the Jazz Festival is offered only in late June.
Hawaii – Seascapes in the Land of Aloha
Mexico – In Search of the Mariposa Monarca
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Home About Us Contact Blog
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GeneXproTools Online Guide
Learn how to use the 5 modeling platforms
of GeneXproTools with the Online Guide
Core Algorithms
Fitness Functions
Math & Boolean Functions
Data Visualization & Analysis
Data Loading & Manipulation
Analyses & Computations
Panels & Windows
Time Series Prediction
Logic Synthesis
Model Evolution & Selection
Model Visualization & Analysis
Ensemble Methods
Model Deployment
Ensemble Deployment
Predictions & Forecasting
GEP paper (pdf)
GEP Book (2nd Edition)
Gene Expression Programming
The Architecture of GEP Programs
Multigenic Chromosomes and Linking Functions
GEP with Random Numerical Constants
Gene Expression Programming (GEP) is the learning algorithm behind GeneXproTools and what it learns specifically is about relationships between variables in sets of data and then builds models to explain these relationships.
How learning algorithms build models or discover solutions to problems varies, with some simulating networks of neurons and others simulating evolution through natural selection. Gene Expression Programming belongs to the latter group, the so called Evolutionary Algorithms. And like all evolutionary algorithms, natural or otherwise, GEP uses populations of individuals (in this case, populations of models or solutions), selects and reproduces them according to fitness, and introduces genetic variation using one or more genetic operators such as mutation or recombination. These are obviously the prerequisites for evolution to occur.
In GeneXproTools the goal is to design good statistical models, which means that GeneXproTools starts by generating a random population of models, which it then selects according to their performance. Then it reproduces the selected models, doing so with a certain degree of genetic variation, thus creating the next generation of new models. By repeating this process for a certain number of generations, evolution happens, which in this case means better and better solutions to the problem at hand.
So these are the general principles of all evolutionary algorithms and there are several artificial evolutionary algorithms that explore them. Of special interest to the GEP technique are the Genetic Algorithms (GAs) and Genetic Programming (GP), for they serve to illustrate some of the fundamental characteristics of the GEP technique and why GEP surpasses the GP technique by a factor of 100-60,000.
First of all, both GAs and GP are simple replicator systems, with the latter considerably more complex than the former. This means that the stuff or entities these systems evolve go about their business doing what has to be done and when their time comes, they must reproduce their bodies (hopefully with some variation) to perpetuate their line. But reproducing bodies with modification might not be an easy task, especially if the bodies are complex structures like the parse trees that GP evolves. Indeed, the canonical GP technique is limited to the use of very conservative operators (almost exclusively a tree-based crossover) that change the trees in a way reminiscent of the grafting and pruning familiar to gardeners and farmers around the world. And when we compare the achievements of grafting and pruning with the achievements of the DNA/protein system of life on Earth (the most sophisticated genotype/phenotype system known to science), it becomes clear why genotype/phenotype systems are much more powerful than simple replicator systems: firstly, in genotype/phenotype systems there are no restrictions concerning the type and number of modifications in the genome and therefore all the paths and crannies of the fitness landscape are accessible to meander through, and secondly, these systems are free to explore different levels of organization (for instance, genes are expressed into proteins; proteins form ribosomes, microtubules, membranes, etc.; these macromolecules and structures then form cells; cells get organized into tissues; tissues into organs and so forth, culminating with the organism itself). Obviously these higher levels of complexity are completely inaccessible to simple replicator systems, for no matter how complex, they continue to be a single structure, forever incapable of becoming a part of a much more complex being.
The GEP system is a full-fledged genotype/phenotype system with expression trees of different sizes and shapes encoded in linear chromosomes of fixed length. Also important is that GEP chromosomes are multigenic, encoding multiple expression trees or sub-programs that can be organized into a much more complex program. So, like the DNA/protein system of life on Earth, the genes/trees system of GEP can not only explore all the paths of the solution space but it's also free to explore higher levels of organization. But how is this achieved? In order to answer this question we need to take a closer look at the structures of the main players of GEP – the chromosomes and the expression trees – and see how they work together.
There are two main players in Gene Expression Programming: the chromosomes and the expression trees (ETs), being the latter the expression of the genetic information encoded in the former. As in nature, the process of information decoding is called translation. And this translation implies obviously a kind of code and a set of rules. The genetic code of GEP is very simple: a one-to-one relationship between the symbols of the genes and the nodes they represent in the trees. The rules are also very simple: they determine the spatial organization of nodes in the expression trees and the type of interaction between sub-ETs. Therefore, there are two languages in GEP: the language of genes and the language of expression trees and, thanks to the simple rules that determine the structure of ETs and their interactions, it is possible to infer immediately the expression tree given the sequence of a gene, and vice versa. This means that we can choose to have a very complex program represented by its compact genome without losing in meaning. This unequivocal bilingual notation is called Karva language. Its details are explained in the remainder of this guide.
The structural organization of GEP genes is better understood in terms of open reading frames (ORFs). In biology, an ORF or coding sequence of a gene begins with the start codon, continues with the amino acid codons, and ends at a termination codon. However, a gene is more than the respective ORF, with sequences upstream of the start codon and sequences downstream of the stop codon. And although in GEP the start site is always the first position of a gene, the termination point does not always coincide with the last position of a gene. Consequently, it is common for GEP genes to have noncoding regions downstream of the termination point. These noncoding regions obviously do not interfere with expression but, nonetheless, they play a crucial role in evolution, for they alone allow the creation of valid programs no matter how profoundly their chromosomes are modified by the genetic operators.
Consider, for example, the algebraic expression:
It can also be represented as a diagram or an expression tree:
where "Q" represents the square root function.
This kind of diagram representation is what is called the phenotype in Gene Expression Programming. And the genotype can be easily inferred from the phenotype as follows:
Q*-+abcd
which is the straightforward reading of the expression tree from left to right and from top to bottom. The expression (2) is an ORF, starting at "Q" (position 0) and terminating at "d" (position 7). These ORFs were named K-expressions from Karva notation.
Consider another ORF, the following K-expression:
Q*b**+baQba
Its expression as an ET is also very simple and straightforward. In order to express the ORF correctly, we must follow the rules governing the spatial distribution of functions and terminals. First, the start of a gene corresponds to the root of the ET which is placed in the topmost line. Second, in the next line, below each function, are placed as many branch nodes as there are arguments to that function. Third, from left to right, the nodes are filled consecutively with the next elements of the K-expression. Fourth, the process is repeated until a line containing only terminals is formed. In this case, the following expression tree is obtained:
Just by looking at the structure of GEP K-expressions, it is difficult or even impossible to see the advantages of such a representation, except perhaps for its simplicity and elegance. However, when K-expressions are analyzed in the context of a gene, the advantages of this representation become obvious. As previously stated, GEP chromosomes have fixed length, and they are composed of one or more genes of equal length. Consequently, the length of a gene is also fixed. Thus, in GEP, what varies is not the length of genes which is constant, but the length of the K-expressions. Indeed, the length of a K-expression may be equal to or less than the length of the gene. In the former case, the termination point coincides with the end of the gene, and in the latter, the termination point is somewhere upstream of the end of the gene.
What is the function of these noncoding regions of GEP genes? We will see that they are the essence of Gene Expression Programming and evolvability, for they allow the modification of the genome using several genetic operators without restrictions, always producing syntactically correct programs. Thus, in GEP, the fundamental property of genotype/phenotype systems – syntactic closure – is intrinsic, allowing the totally unconstrained restructuring of the genotype and, consequently, an efficient evolution.
Let's analyze then the structural organization of GEP genes in order to understand how they invariably code for syntactically correct programs and why they allow an unconstrained application of virtually any genetic operator.
The genes of Gene Expression Programming are composed of a head and a tail. The head contains symbols that represent both functions and terminals, whereas the tail contains only terminals. For each problem, the length of the head h is chosen, whereas the length of the tail t is a function of h and the number of arguments n of the function with more arguments (also called maximum arity) and is evaluated by the equation:
t = h (n-1) + 1
Consider a gene for which the set of functions F = {Q, *, /, -, +} and the set of terminals T = {a, b}. In this case n = 2; if we chose an h = 15, then t = 15 (2 - 1) + 1 = 16; thus, the length of the gene g is 15 + 16 = 31. One such gene is shown below (the head is shown in blue):
*b+a-aQab+//+b+babbabbbababbaaa
It codes for the following ET:
In this case, the K-expression ends at position 7, whereas the gene ends at position 30.
Suppose now a mutation occurred at position 6, changing the "Q" into "*". Then the following gene is obtained:
*b+a-a*ab+//+b+babbabbbababbaaa
And its expression gives:
In this case, the termination point shifts one position to the right (position 8), changing slightly the daughter tree.
Consider another mutation in chromosome (4) above, the substitution of "a" at position 5 by "+", resulting in the following chromosome:
*b+a-+Qab+//+b+babbabbbababbaaa
In this case, the termination point shifts 12 positions to the right (position 19), enlarging and changing significantly the daughter tree.
Obviously the opposite might also happen, and the daughter tree might shrink. For example, consider again gene (4) above, and suppose a mutation occurred at position 2, changing the "+" into "Q", giving:
*bQa-aQab+//+b+babbabbbababbaaa
And now its expression results in the following ET:
In this case, the ORF ends at position 3, shortening the original ET in four nodes.
So, despite their fixed length, each gene has the potential to code for expression trees of different sizes and shapes, where the simplest is composed of only one node (when the first element of a gene is a terminal) and the largest is composed of as many nodes as the length of the gene (when all the elements of the head are functions with maximum arity).
It is evident from the examples above, that any modification made in the genome, no matter how profound, always results in a structurally correct program. This is unique to GEP and is obviously at the heart of its superior performance: for instance, in the simple replicator system of GP, most modifications result in syntactically invalid programs (imagine, for instance, what would happen if a terminal in a GP tree is replaced by a function), which is why most GP implementations rely exclusively on inefficient tree-specific crossover to create genetic diversity.
Genotype/phenotype systems are such well-oiled machines that their expansion into more complex systems is rather easy, and the introduction of multiple genes in Gene Expression Programming clearly illustrates this.
So, the chromosomes of Gene Expression Programming are usually composed of more than one gene of equal length. For each problem or run, the number of genes, as well as the size of the head, are a priori chosen. Each gene codes for a sub-ET and the sub-ETs interact with one another forming a more complex multi-subunit expression tree.
Consider, for example, the following chromosome with length 39, composed of three genes, each with length 13 (the heads are shown in blue):
QaQ+-Qbbaaaba+Q+ab+abababa*-**b+aabbaba
It has obviously three K-expressions and each one of them is expressed independently, resulting therefore in three different sub-ETs:
For the sake of simplicity, in the linear representation the start of each K-expression is always given by position 0; the end of each K-expression, though, is only evident upon construction of the corresponding sub-ET. As shown in the image above, the first K-expression ends at position 1; the second at position 7; and the last at position 10. Thus, the multigenic chromosomes of GEP contain multiple K-expressions of different sizes, each one of them coding for a structurally and functionally unique sub-ET.
Obviously, these sub-ETs or sub-programs must interact with one another. And in GeneXproTools they interact through special functions, the so called linking functions: addition, subtraction, multiplication, division, average, minimum, and maximum for mathematical models and And, Or, Nand, Nor, Xor, Nxor, Less Than, Greater Than, Less Or Equal, and Greater Or Equal for logic functions.
The linking by addition of all the three sub-ETs shown in the image above is illustrated below (the linking functions are shown in gray):
Note that the final program represented in the image above could be linearly encoded as the following K-expression:
++*Q+-*aQ+*b+aab+abbaab
However, the use of multigenic chromosomes is more appropriate to evolve solutions to complex problems, for they permit the modular construction of complex, hierarchical structures, where each gene codes for a smaller and simpler building block. These smaller building blocks are separated from one another and are therefore free to evolve independently, allowing for the creation of different new units that might prove handy in a new situation.
The implementation of a system for handling random numerical constants (RNCs) in Gene Expression Programming is another example of how easy it is to create and explore higher levels of complexity in genotype/phenotype systems and, indeed, RNCs are elegantly and efficiently implemented in GEP.
This elegant construct involves an extra terminal "?" that is used for representing the RNCs and an additional domain Dc at the end of GEP genes. Structurally, the Dc comes after the tail, has a length t equal to the length of the tail, and is composed of the symbols used to represent the random constants. Therefore, another region (besides the head and the tail) with defined boundaries and its own alphabet is created in the gene.
Consider the single-gene chromosome with a head size h = 7 (the Dc is shown in blue):
+?*+?**aaa??aaa68083295
where the terminal "?" represents the random constants. The expression of this kind of gene is exactly done as explained above for genes with just the head/tail construct, giving:
Then the ?'s in the expression tree are replaced from left to right and from top to bottom by the symbols (numerals, for simplicity) in Dc, obtaining:
The values corresponding to these symbols are kept in an array. For simplicity, the number represented by the numeral indicates the order in the array. For instance, for the 10 elements zero-based array:
A = {0.611, 1.184, 2.449, 2.98, 0.496, 2.286, 0.93, 2.305, 2.737, 0.755}
the chromosome above gives:
Obviously, the GEP-RNC algorithm can also be used to evolve highly sophisticated programs composed of multiple sub-programs through the use of multigenic chromosomes. Obviously in this case the genes of the multigenic GEP-RNC system carry the extra Dc domain for encoding the random numerical constants.
Karva Notation: The Native Code of GeneXproTools
Related Tutorials:
What is GEP?
What's New in GeneXproTools 5.0?
Ferreira, C., 2006. Gene Expression Programming: Mathematical Modeling by an Artificial Intelligence. 2nd Edition, Springer-Verlag, Germany.
Last modified: May 1, 2013
Ferreira, C. "Gene Expression Programming" From GeneXproTools Documentation – A Gepsoft Web Resource.
http://www.gepsoft.com/GeneXproTools/GeneExpressionProgramming.htm
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Yeah, I am quite sure that mean increased and IQ stayed the same.
But for SD I thought that the mid value would be higher in the catagory that increased. Thereore that would mean that the values are less consistent, I think.
so yeh the first part of the equation has increased, but so has the mean, so i thought that would keep it the same.
yeah, I know what you mean. That is what I originally thought as well. Not sure. Anyway it was only 1 mark. Did you get 40 or something like that for SD in the 6 mark question?
for the first one did everyone get that there was negative correlation?
I got x and y where 5 and ten also.
yeh and 27.something for the mean. Also, you know question where you had to estimate the values of spearmans rank and prmc. were they both close to -1?
how dyou guys reckon the marks will be spread this year? because it was definetly a harder paper than all the past papers.
Does anyone know any good sites for past papers for C1 and C2 not MEI structured though?
has loads of past papers. They are just slightly adapted so they can do it legally.
ok one more. the question where we were supposed to draw a *** freq graph (7ii). Do you think I would gt any marks for trying to estimate the range straight from the table?
what i did was say Q1= 25% and Q3 = 75%. 25% lies in the group 1-4 and 75% lies in the group 15-29. So I took the midpoints of these two grous and did the mid point of the larger group minus midpoint of the smaller group, which gave 20mins to the nearest minute.
did you get n equal to 10 in that binomial question?
And for when they said that someones value changed in the spearmans question did you say there was no change because the ranking order was the same?
didnt do the binomial question, as i left it to come back to, but it did equal 10 coz i worked it out when i got home. yeh i thought no change in value aswell.
My mates were all drawing graphs and there seemed little point. It said estimate and if they wanted us to draw a graph it would have said if we needed to.
yeh thats what i thought. What did you get anyway?
Didnt draw a graph, should have done to work out IQR, but wish I had done.
Cant beleive I mad so many stupid mistakes. Im looking at around 75% in that paper. Still possible for an A overall?
Definately. It's usually about 80% for A but think grade boundaries will be lowered due to difficult paper.
As long as you do well in C1 and C2 you've got every chance of getting an A.
Is this the right choice of maths and further maths?
Studying Maths A level in one year!
What are your IDEAL FURTHER MATHS MODULES?


If you ever need proof that no matter what, family will always have your back, the story of a teenage girl using Twitter to help save her dad's bakery is all you need.
With a single tweet, 18-year-old Jackie Garza helped save her dad's failing bakery shop, which was on the verge of closing down.
Trinidad Garza is a Mexican immigrant who's been living in the US for four decades – he opened up a bakery in Houston, Texas two years ago, known as La Casa Bakery.
73-year-old Garza's business was going well, however, when the devastation of Hurricane Harvey ripped through the state of Texas, his bakery was one of the many startups affected.
When he re-opened, business had slowed down significantly. In fact, things got so bad, that last week he was on the verge of permanently shutting up shop.
He told my mom he was thinking about selling and he even had an offer.
She revealed how her parents were constantly throwing out bread and cookies because no one was buying them.
Faced with the very real prospect of her family going out of business, she tweeted a video of her father making Mexican pastry, known as Pan Dulce and along with the video, explaining the family's dire situation.
Spread the word. One retweet could bring in a potential customer.
Since posting her video on Twitter, it's been viewed by over 1.1 million people and shared almost 60,000 times.
Thanks to Jackie's efforts, business began to pick up, with the bakery selling out of his tasty Mexican pastries.
Overnight our business doubled, it's been going really well.
It's all because of Mexican bread – that's what I like most, that I'm spreading my culture.
I'm very proud of where I'm from and where my parents are from.
Since business has spiked for Mr Graza and his bakery, Jackie has set up a Twitter account and website for La Casa Bakery to keep followers updated.
Customers have been doing their part too in helping keep their local bakery afloat, taking pictures of their pastries and sharing them on Twitter.


text:
package de.knightsoftnet.validators.shared.util;

import org.apache.commons.beanutils.BeanUtils;
import org.apache.commons.beanutils.BeanUtilsBean;
import org.apache.commons.beanutils.NestedNullException;
import org.apache.commons.beanutils.PropertyUtils;

import java.lang.reflect.InvocationTargetException;

/**
 * Bean Property Util, read bean property.
 *
 * @author Manfred Tremmel
 *
 */
public final class BeanPropertyReaderUtil {

  /**
   * private constructor for final utility class.
   */
  private BeanPropertyReaderUtil() {
    super();
  }

  /**
   *

   * Return the value of the specified property of the specified bean, no matter which property
   * reference format is used, as a String.
   *

   *

   * If there is a null value in path hierarchy, exception is cached and null returned.
   *

   *
   * @param pbean Bean whose property is to be extracted
   * @param pname Possibly indexed and/or nested name of the property to be extracted
   * @return The property's value, converted to a String
   *
   * @exception IllegalAccessException if the caller does not have access to the property accessor
   *            method
   * @exception InvocationTargetException if the property accessor method throws an exception
   * @exception NoSuchMethodException if an accessor method for this property cannot be found
   * @see BeanUtilsBean#getProperty
   */
  public static String getNullSaveStringProperty(final Object pbean, final String pname)
      throws IllegalAccessException, InvocationTargetException, NoSuchMethodException {
    String property;
    try {
      property = BeanUtils.getProperty(pbean, pname);
    } catch (final NestedNullException pexception) {
      property = null;
    }
    return property;
  }

  /**
   *

   * Return the value of the specified property of the specified bean, no matter which property
   * reference format is used, as a String.
   *

   *

   * If there is a null value in path hierarchy, exception is cached and null returned.
   *

   *
   * @param pbean Bean whose property is to be extracted
   * @param pname Possibly indexed and/or nested name of the property to be extracted
   * @return The property's value, converted to a String
   *
   * @exception IllegalAccessException if the caller does not have access to the property accessor
   *            method
   * @exception InvocationTargetException if the property accessor method throws an exception
   * @exception NoSuchMethodException if an accessor method for this property cannot be found
   * @see BeanUtilsBean#getProperty
   */
  public static Object getNullSaveProperty(final Object pbean, final String pname)
      throws IllegalAccessException, InvocationTargetException, NoSuchMethodException {
    Object property;
    try {
      property = PropertyUtils.getProperty(pbean, pname);
    } catch (final NestedNullException pexception) {
      property = null;
    }
    return property;
  }
}


The sun is starting to sink in the sky as I draw close to the edge of Hope Valley. I know the composition I want, I've just been waiting to be here at sunset.
Something in the sky draws my attention as I climb the path to Mam Tor.
This is not the composition I came for.


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