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Titlebook: Genetic Algorithms + Data Structures = Evolution Programs; Zbigniew Michalewicz Book 1996Latest edition Springer-Verlag Berlin Heidelberg

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James D. Andya,Jun Liu,Steven J. ShireIn this chapter we discuss the actions of a genetic algorithm for a simple parameter optimization problem. We start with a few general comments; a detailed example follows.
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Handling ConstraintsThe general nonlinear programming problem . is to find x so as to optimize.subject to . ≥0 inequalities:.and m−p ≥0 equations:
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Evolution Strategies and Other MethodsEvolution strategies (ESs) are algorithms which imitate the principles of natural evolution as a method to solve parameter optimization problems [18], [348]. They were developed in Germany during the 1960s. As stated in [348]:.(The second student was Hans-Paul Schwefel, now Professor of Computer Science and Chair of System Analysis).
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Integral Points on the Circle , + , = , — a template allowing exploration of similarities among chromosomes. A schema is built by introducing a . symbol (⋆) into the alphabet of genes. A schema represents all strings (a hyperplane, or subset of the search space), which match it on all positions other than ‘⋆’.
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