Mutual Information-based Fitness Functions for Evolutionary Circuit Synthesis

Created by W.Langdon from gp-bibliography.bib Revision:1.7954

@InProceedings{Hernandez-Aguirre:2004:MIFFfECS,

• title = "Mutual Information-based Fitness Functions for Evolutionary Circuit Synthesis",
• author = "Arturo Hernandez-Aguirre and Carlos Coello-Coello",
• pages = "1309--1316",
• booktitle = "Proceedings of the 2004 IEEE Congress on Evolutionary Computation",
• year = "2004",
• publisher = "IEEE Press",
• month = "20-23 " # jun,
• address = "Portland, Oregon",
• volume = "2",
• keywords = "genetic algorithms, genetic programming, EHW, Evolutionary Design Automation, Evolutionary design \& evolvable hardware",
• ISBN = "0-7803-8515-2",
• URL = "http://delta.cs.cinvestav.mx/~ccoello/conferences/cec04-muxmutual.pdf.gz",
• DOI = "doi:10.1109/CEC.2004.1331048",
• size = "8 pages",
• abstract = "Mutual Information and Normalised Mutual Information measures are investigated. The goal is the analysis of some fitness functions based in mutual information and what problems prevent them from common use. We identify and find a clear explanation to them, thereafter, we propose new fitness functions and ran several experiments to investigate their effect on the search space, convergence time, and quality of solutions.",
• notes = "CEC 2004 - A joint meeting of the IEEE, the EPS, and the IEE.",

}

Genetic Programming entries for Arturo Hernandez-Aguirre Carlos Artemio Coello Coello

Citations