? constrained differential evolution for economic dispatch with valve-point effect

  • Authors:

  • Nasimul Noman;Hitoshi Iba

  • Affiliations:

  • Department of Electrical Engineering and Information Systems, University of Tokyo, Tokyo 113-8656, Japan.;Department of Electrical Engineering and Information Systems, University of Tokyo, Tokyo 113-8656, Japan

  • Venue:
  • International Journal of Bio-Inspired Computation
  • Year:
  • 2011

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Abstract

A novel and effective method for solving economic load dispatch (ELD) problem is presented in this work by integrating the ? constrained method with differential evolution (DE) algorithm. The ? constrained method sets us free from selecting the appropriate value for the penalty coefficient in the objective function, which is difficult and often chosen empirically. Differential evolution with ? constrained method (?DE) has proven to be effective in solving non-linear constrained optimisation problems. Here, the effectiveness of ?DE, in solving ELD problems is investigated by using three different ELD problems that take the valve-point loading effect into consideration. The proposed approach provides very high quality solutions which are very competitive to other existing techniques to ELD considering the valve-point effect.