Analytical and numerical comparisons of biogeography-based optimization and genetic algorithms
نویسندگان
چکیده
منابع مشابه
Analytical and numerical comparisons of biogeography-based optimization and genetic algorithms
We show that biogeography-based optimization (BBO) is a generalization of a genetic algorithm with global uniform recombination (GA/GUR). Based on the common features of BBO and GA/GUR, we use a previously-derived BBO Markov model to obtain a GA/GUR Markov model. One BBO characteristic which makes it distinctive from GA/GUR is its migration mechanism, which affects selection pressure (i.e., the...
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Biogeography-Based Optimization (BBO) has recently gained interest of researchers due to its simplicity in implementation, efficiency and existence of very few parameters. The BBO algorithm is a new type of optimization technique based on biogeography concept. This population-based algorithm uses the idea of the migration strategy of animals or other species for solving optimization problems. t...
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ژورنال
عنوان ژورنال: Information Sciences
سال: 2011
ISSN: 0020-0255
DOI: 10.1016/j.ins.2010.12.006