A New Evolution Alogorithms And Its Modification (Id : 8-049)

Liu Mingguang,Du Gang,Li Gaoyang,Jin Huibin

PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-5: INDUSTRIAL ENGINEERING AND MANAGEMENT INNOVATION IN NEW-ERA（2006）

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摘要

To solve the optimization problem of nonconve, multi-modal and non-linear functions, a new method called differential evolution algorithm is presented. At the same time, double best mutation operation and chaos migration operation are proposed to improve differential evolution algorithm's optimized performance. The simulated cases show modified differential evolution algorithm has rapid convergence speed and strong steadiness.

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关键词

differential evolution, double best mutation, chaos migration, testing

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