Evolutionary computation techniques for nonlinear programming problems

Zbigniew Michalewicz · International Transactions in Operational Research · 1994

zbyszek�mosaic.uncc.edu The paper presents several evolutionary computation techniques and discusses their applicability to nonlinear programming problems. On the basis of this presen� tation we discuss also a construction of a new hybrid optimization system � Genocop II � and present its experimental results on a few test cases �nonlinear programming problems�. Keywords � evolutionary computation � genetic algorithm � random algorithm � optimiza� tion technique � nonlinear programming � constrained optimization.

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