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Evolutionary Computation Techniques for Nonlinear Programming Problems
Author(s) -
Michalewicz Zbigniew
Publication year - 1994
Publication title -
international transactions in operational research
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.032
H-Index - 52
eISSN - 1475-3995
pISSN - 0969-6016
DOI - 10.1111/1475-3995.d01-23
Subject(s) - nonlinear programming , computer science , computation , mathematical optimization , evolutionary computation , nonlinear system , evolutionary programming , algorithm , mathematics , artificial intelligence , physics , quantum mechanics
This paper presents several evolutionary computation techniques and discusses their applicability to nonlinear programming problems. On the basis of this presentation we discuss also a construction of a new hybrid optimization system, Genocop 11, and present its experimental results on a few test cases (nonlinear programming problems).