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Generalized Differential Evolution for General Non-Linear Optimization

In: Compstat 2008

Author

Listed:
  • Saku Kukkonen

    (Lappeenranta University of Technology, Laboratory of Applied Mathematics)

  • Jouni Lampinen

    (University of Vaasa, Department of Computer Science)

Abstract

In this article different development phases and the current state of the Generalized Differential Evolution algorithm, that we have developed, are summarized. Generalized Differential Evolution is a general purpose solver for non-linear global optimization problems with multiple constraints and objectives. It is based on a relatively recent Evolutionary Algorithm, Differential Evolution, extending it for solving constrained multi-objective problems.

Suggested Citation

  • Saku Kukkonen & Jouni Lampinen, 2008. "Generalized Differential Evolution for General Non-Linear Optimization," Springer Books, in: Paula Brito (ed.), Compstat 2008, pages 459-471, Springer.
    • Handle: RePEc:spr:sprchp:978-3-7908-2084-3_38
    DOI: 10.1007/978-3-7908-2084-3_38
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