Extension of a hybrid Genetic Algorithm for nonlinear programming problems with equality and inequality constraints

  title={Extension of a hybrid Genetic Algorithm for nonlinear programming problems with equality and inequality constraints},
  author={Richard Y. K. Fung and Jiafu Tang and Dingwei Wang},
  journal={Computers & OR},
As an extension of the hybrid Genetic Algorithm-HGA proposed by Tang et al. (Comput. Math. Appl. 36 (1998) 11), this paper focuses on the critical techniques in the application of the GA to nonlinear programming (NLP) problems with equality and inequality constraints. Taking into account the equality constraints and embedding the information of infeasible points/chromosomes into the evaluation function, an extended fuzzy-based methodology and three new evaluation functions are proposed to… CONTINUE READING
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