Complexity Reduction in the Use of Evolutionary Algorithms to Function Optimization: A Variable Reduction Strategy
نویسندگان
چکیده
منابع مشابه
Complexity Reduction in the Use of Evolutionary Algorithms to Function Optimization: A Variable Reduction Strategy
Discovering and utilizing problem domain knowledge is a promising direction towards improving the efficiency of evolutionary algorithms (EAs) when solving optimization problems. We propose a knowledge-based variable reduction strategy (VRS) that can be integrated into EAs to solve unconstrained and first-order derivative optimization functions more efficiently. VRS originates from the knowledge...
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ژورنال
عنوان ژورنال: The Scientific World Journal
سال: 2013
ISSN: 1537-744X
DOI: 10.1155/2013/172193