An evolutionary algorithm for global optimization based on self-organizing maps

Author:

Barmada Sami1,Raugi Marco1,Tucci Mauro1

Affiliation:

1. Department of Energy, Systems, Territory, and Construction Engineering, University of Pisa, Pisa, Italy

Funder

Ministero dell'Istruzione, dell'Università e della Ricerca

Publisher

Informa UK Limited

Subject

Applied Mathematics,Industrial and Manufacturing Engineering,Management Science and Operations Research,Control and Optimization,Computer Science Applications

Reference16 articles.

1. Auger, A., and N. Hansen. 2005. “A Restart CMA Evolution Strategy with Increasing Population Size.” In Evolutionary Computation, IEEE International Conference on, 1769–1776.

2. Barmada, S., M. Raugi, and M. Tucci. 2012. “Global Optimization Algorithm Based on Self-Organizing Centroids.” In Evolutionary Computation (CEC), 2012 Congress on IEEE, 1–6.

3. Nonlinear inertia weight variation for dynamic adaptation in particle swarm optimization

4. On the use of self-organizing maps to accelerate vector quantization

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