Jingliang Liao

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Differential evolution (DE) has been proven to be a simple and powerful evolutionary algorithm, and obtains many successful applications in scientific and engineering fields. The mutation strategy plays the key role in DE for finding global optimal solutions. In most of the DE algorithms, the base and difference vectors are randomly selected from the(More)
Differential evolution (DE) is a simple and powerful evolutionary algorithm, which has been successfully used in various scientific and engineering fields. Generally, the base and difference vectors of the mutation operator in most of DE are randomly selected from the current population. Additionally, the population information is not fully exploited in the(More)
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