Todd A Guth, Rachel M Wolfe, Ofelia Martinez, Raja G Subhiyah, Jerusha J Henderek, Caroline McAllister, Danielle Roussel
Assessment of Clinical Reasoning in Undergraduate Medical Education: A Pragmatic Approach to Programmatic Assessment
Academic medicine : journal of the Association of American Medical Colleges
natureinspired metaheuristic algorithms important components artificial intelligence increasingly used across disciplines tackle various types challenging optimization problems paper demonstrates usefulness algorithms solving variety challenging optimization problems statistics using natureinspired metaheuristic algorithm called competitive swarm optimizer mutated agents csoma algorithm proposed one authors superior performance relative many competitors demonstrated earlier work paper main goal paper show typical natureinspired metaheuristic algorithmi like csoma efficient tackling many different types optimization problems statistics applications new include finding maximum likelihood estimates parameters single cell generalized trend model study pseudotime bioinformatics estimating parameters commonly used rasch model education research finding mestimates cox regression markov renewal model performing matrix completion tasks impute missing data two compartment model selecting variables optimally ecology problem china demonstrate flexibility metaheuristics also find optimal design car refueling experiment auto industry using logistic model multiple interacting factors addition show metaheuristics sometimes outperform optimization algorithms commonly used statistics