Niching in evolution strategies and its application to laser pulse shaping
作者： Ofer M. Shir , Christian Siedschlag , Thomas Bäck , Marc J. J. Vrakking
DOI: 10.1007/11740698_8
关键词:
摘要: Evolutionary Algorithms (EAs), popular search methods for optimization problems, are known successful and fast location of single optimal solutions. However, many complex problems require the maintenance multiple Niching methods, extension EAs to address this issue, have been investigated up date mainly within field Genetic (GAs), their applications were limited low-dimensional problems. In paper we present in detail background niching Evolution Strategies (ES), discuss two ES which introduced recently tested only theoretical functions. We describe application those a challenging real-life high-dimensional problem, namely Femtosecond Laser Pulse Shaping. The shown be robust achieve satisfying results given problem.
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