Adaptive Evolutionary Optimization of Team Work

Details Adaptive Evolutionary Optimization of Team Work Adaptive Evolutionary Optimization of Team Work

2002-03-20

arxiv.org/abs/cond-mat/0203412v1

Int. J. Bifurc. Chaos, Vol. 7, 751 (1997)

Physics

Condensed Matter

Disordered Systems and Neural Networks

7 pages, 6 figures

Scientific paper

We discuss a new optimization strategy, which considerably improves the effectivity of evolutionary algorithms applied to a certain class of optimization problems. The basic principle is to solve first a simpler related problem, which is constructed by introducing additional degrees of freedom to the landscape. Starting from the solution in this simplified landscape we remove stepwise the added degrees of freedom. Our optimization strategy is demonstrated for a sample problem.

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