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» On Optimization of Test Parallelization with Constraints
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PPSN
1998
Springer
13 years 9 months ago
A Decoder-Based Evolutionary Algorithm for Constrained Parameter Optimization Problems
Several methods have been proposed for handling nonlinear constraints by evolutionary algorithms for numerical optimization problems; a survey paper [7] provides an overview of var...
Slawomir Koziel, Zbigniew Michalewicz
GECCO
2007
Springer
300views Optimization» more  GECCO 2007»
13 years 11 months ago
A NSGA-II, web-enabled, parallel optimization framework for NLP and MINLP
Engineering design increasingly uses computer simulation models coupled with optimization algorithms to find the best design that meets the customer constraints within a time con...
David J. Powell, Joel K. Hollingsworth
PPSN
2004
Springer
13 years 10 months ago
Constrained Evolutionary Optimization by Approximate Ranking and Surrogate Models
Abstract. The paper describes an evolutionary algorithm for the general nonlinear programming problem using a surrogate model. Surrogate models are used in optimization when model ...
Thomas Philip Runarsson
PPSN
2004
Springer
13 years 10 months ago
On Test Functions for Evolutionary Multi-objective Optimization
Tatsuya Okabe, Yaochu Jin, Markus Olhofer, Bernhar...