A specialized genetic algorithm for numerical optimization problems

Cezary Z. Janikow, Zbigniew Michalewicz

Research output: Contribution to journalArticlepeer-review

Abstract

A specialized genetic algorithm for numerical optimization problems is described and the application of such algorithms to discrete-time optimal control problems is discussed. Numerical results obtained are compared with those obtained from a classical genetic algorithm and a system for construction and solution of large and complex mathematical programming models, GAMS. As this specialized algorithm is only a part of a proposed unified generic package, further extensions are also outlined.
Original languageAmerican English
JournalIEEE Transactions on Applications and Industry
DOIs
StatePublished - Jan 1 1990
Externally publishedYes

Disciplines

  • Applied Mathematics
  • Theory and Algorithms
  • Computer Sciences

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