Evolution Strategies in Optimization Problems

Details Evolution Strategies in Optimization Problems Evolution Strategies in Optimization Problems

2007-09-07

arxiv.org/abs/0709.1020v1

Proc. Estonian Acad. Sci. Phys. Math., 2007, 56(4), 299--309

Mathematics

Optimization and Control

Partially presented at the 5th Junior European Meeting on "Control and Information Technology" (JEM'06), Sept 20-22, 2006, Tal

Scientific paper

Evolution Strategies are inspired in biology and part of a larger research field known as Evolutionary Algorithms. Those strategies perform a random search in the space of admissible functions, aiming to optimize some given objective function. We show that simple evolution strategies are a useful tool in optimal control, permitting to obtain, in an efficient way, good approximations to the solutions of some recent and challenging optimal control problems.

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