2008 | OriginalPaper | Chapter
A Preliminary Study of Fitness Inheritance in Evolutionary Constrained Optimization
Authors : Efrén Mezura-Montes, Lucía Muñoz-Dávila, Carlos A. Coello Coello
Published in: Nature Inspired Cooperative Strategies for Optimization (NICSO 2007)
Publisher: Springer Berlin Heidelberg
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This document presents a proposal to incorporate a fitness inheritance mechanism into an Evolution Strategy used to solve the general nonlinear programming problem. The aim is to find a trade-off between a lower number of evaluations of each solution and a good performance of the approach. A set of test problems taken from the specialized literature was used to test the capabilities of the proposed approach to save evaluations and to maintain a competitive performance.