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Convergence theory states that as nations transition from the beginning stages of industrialization to highly industrialized nations, the same societal patterns will emerge, eventually creating a global culture. Early Convergence Theory
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Global convergence is generally used in the context of Iterative numerical algorithms. It is usually defined as a sequence generated by the iterative algorithm converges to a solution point. This is important as it answers the question whether a particular algorithm, when initiated at a point far from the solution point, converges to it.
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Definition of Global Convergence. See the definition in http://papers.nips.cc/paper/3646-on-the-convergence-of-the-concave-convex-procedure.pdf. The points generated by an algorithm with this property converge for any initial point. converge to a stationary point.
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German inventor who was the first in Europe to print using movable type and the first to use a press. Printing press. a machine, as a cylinder press or rotary press, for printing on paper or the like from type, plates, etc.
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triangle consisting of three journeys: the outward passage, from Europe to Africa carrying manufactured goods, the middle passage, from Africa to the Americas or the Caribbean carrying African slaves and other goods, and the homeward passage, carrying sugar, tobacco, cotton, and other goods back to Europe.
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Create a free account to save it. a machine, as a cylinder press or rotary press, for printing on paper or the like from type, plates, etc. navigational maps based on compass directions and estimated distances observed by the pilots at sea. caused by smallpox and other diseases carried by the conquerors.
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Global empires product of the European Age of Exploration that began with a race of exploration between the then most advanced maritime powers, Portugal and Spain, in the 15th century Modernity
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up vote 1 down vote favorite. I am confused by the notion of global convergence as used in numerical optimization literature, and did not find an exact definition for that yet. Now I try to double check my understanding here. It clearly is NOT concerned with convergence to the global minimum. Does it mean convergence to a local minimum regardless of the initial point? (How about local maximum, saddle point?) What methods do not have global convergence? Those that with selection of bad initial point can stop in an arbitrary non-critical point? Also, a globally convergence method applied on a convex function, gives the global minima, right?
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Definition of Global Convergence up vote 1 down vote favorite I am confused by the notion of global convergence as used in numerical optimization literature, and did not find an exact definition for that yet. Now I try to double check my understanding here. It clearly is NOT concerned with convergence to the global minimum.
https://math.stackexchange.com/questions/905327/definition-of-global-convergence
global convergence meaning
Global convergence is generally used in the context of Iterative numerical algorithms.