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Differential evolution for dynamic optimization of differential-algebraic systems

descriptionPublicationkeyboard_double_arrow_right Article 22 Nov 2002Publisher:IEEEJournal:Proceedings of 1997 IEEE International Conference on Evolutionary Computation (ICEC '97)

Authors: Ji-Pyng Chiou; Feng-Sheng Wang;

doi: 10.1109/icec.1997.592367

Differential evolution for dynamic optimization of differential-algebraic systems

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Abstract

An efficient method is introduced for solving optimal control and optimal parameter selection problems of nonlinear differential-algebraic systems involving general constraints. These infinite-dimensional problems are first converted into the uncaused optimal parameter selection problems. Differential evolution is then extended to solve such problems. This modified version of differential evolution is applied to solve an optimal temperature control problem of a chemical reactor system.

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National Chung Cheng University
Taiwan

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Fields of Science (3) View all

engineering and technology

electrical engineering, electronic engineering, information engineering

Fields of Science

engineering and technology

electrical engineering, electronic engineering, information engineering

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