Aplicação interativa em processos de otimização por método das estratégias de evolução
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2017-05-15
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Universidade Federal de Goiás
Resumo
This dissertation of master degree describes an approach of the interactive optimization process
associate to the Evolution Strategies method for the evaluation of the loudspeaker optimization
project, with the objective to present the advantages achieved after the user interventions
throughout the optimization process. Its development is based on the methodology of the Evolution
Strategies characterized by the concept of natural selection, which uses combination and mutation
methods to generate new individuals. However, for greater efficiency in the responses of the
objective function, as well as the reduction in its convergence time, the optimization process
requires interventions in stabilization of local minima and maxima. In the interventions made
available to the user, will be considered manipulations in the operators of mutation and
combination, mutation of the parameters of self-adaptation, as well as the change of objective and
the variation of their respective restriction. As a differential, an interface was developed to make
feasible the user interventions applied to the optimization process, as well as the monitoring of the
entire process. In this work, also evaluated optimization test functions with the objective of
validating the proposed methodology.
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JESUS, L. H. R. Aplicação interativa em processos de otimização por método das estratégias de evolução. 2017. 68 f. Dissertação (Mestrado em Engenharia Elétrica e da Computação) - Universidade Federal de Goiás, Goiânia, 2017.