Trade-off between exploration and exploitation with genetic algorithm using a novel selection operator
نویسندگان
چکیده
منابع مشابه
Type-2 Fuzzy Logic Control of Trade-off between Exploration and Exploitation Properties of Genetic Algorithms
An optimal trade-off between exploration and exploitation properties of genetic algorithm is very important in optimization process. Due value steering of these two factors we can prevent a premature convergence of the algorithm. Therefore, better results can be obtained during optimization process with the use of genetic algorithm. In this paper the type-2 fuzzy logic control of trade-off betw...
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ژورنال
عنوان ژورنال: Complex & Intelligent Systems
سال: 2019
ISSN: 2199-4536,2198-6053
DOI: 10.1007/s40747-019-0102-7