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An integrated approach to automated innovization for discovering useful design ...
Deb, Kalyanmoy; Bandaru, Sunith; Greiner, David; Gaspar-Cunha, A.; Tutum, Cem CelalAvailable online 31 October 2013 ; Computational optimization methods are most often used to find a single or multiple optimal or near-optimal solutions to the underlying optimization problem describing the problem at hand. In this paper, we elevate the use of optimization to a higher level in arriving at useful problem knowledge associated with the optimal or near-optimal solutions to a problem. In the propos...
An evolutionary algorithm based pattern search approach for constrained optimiz...
Datta, Rituparna; Costa, M. Fernanda P.; Gaspar-Cunha, A.; Deb, KalyanmoyConstrained optimization is one of the popular research areas since constraints are usually present in most real world optimization problems. The purpose of this work is to develop a gradient free constrained global optimization methodology to solve this type of problems. In the methodology proposed, the single objective constrained optimization problem is solved using a Multi-Objective Evolutionary Algorithm (...
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