Progressively better individuals in the population are used for mutation operation, thus improving the algorithm's exploitation and exploration capability.
This paper presents a multi-objective differential evolution algorithm, called MODE, to search for a set of non-dominated solutions on the Pareto front. During ...
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Jan 1, 2022 · Innovatively, this paper proposes a novel bi-population structure for DE by ranking individuals according to their fitness. The whole popula- ...
Jan 1, 2022 · Summary: Differential Evolution (DE) algorithm is simple and effective. Since DE has been proposed, it has been widely used to solve various ...
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Differential evolution (DE) is a simple and efficient global optimization algorithm. Benefitting from its concise structure and strong search ability, ...
Abstract. Large-scale continuous optimization has gained considerable attention in recent years. Differential evolution (DE) is a simple yet efficient ...
In this paper, for selecting and making full use of some better infeasible solutions, a rankings-based fitness function method is designed. Specifically, the ...