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.
%0 Conference Paper
%1 Hernandez-Aguirre:2004:MIFFfECS
%A Hernandez-Aguirre, Arturo
%A Coello-Coello, Carlos
%B Proceedings of the 2004 IEEE Congress on Evolutionary
Computation
%C Portland, Oregon
%D 2004
%I IEEE Press
%K Automation, Design EHW, Evolutionary \& algorithms, design evolvable genetic hardware programming,
%P 1309--1316
%R doi:10.1109/CEC.2004.1331048
%T Mutual Information-based Fitness Functions for
Evolutionary Circuit Synthesis
%U http://delta.cs.cinvestav.mx/~ccoello/conferences/cec04-muxmutual.pdf.gz
%V 2
%X 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.
%@ 0-7803-8515-2
@inproceedings{Hernandez-Aguirre:2004:MIFFfECS,
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.},
added-at = {2008-06-19T17:35:00.000+0200},
address = {Portland, Oregon},
author = {Hernandez-Aguirre, Arturo and Coello-Coello, Carlos},
biburl = {https://www.bibsonomy.org/bibtex/27e3be729fe131719d6a2e194dd447fe6/brazovayeye},
booktitle = {Proceedings of the 2004 IEEE Congress on Evolutionary
Computation},
doi = {doi:10.1109/CEC.2004.1331048},
interhash = {428f54cb9f6deb7ecb7a4c7e4ec70f38},
intrahash = {7e3be729fe131719d6a2e194dd447fe6},
isbn = {0-7803-8515-2},
keywords = {Automation, Design EHW, Evolutionary \& algorithms, design evolvable genetic hardware programming,},
month = {20-23 June},
notes = {CEC 2004 - A joint meeting of the IEEE, the EPS, and
the IEE.},
pages = {1309--1316},
publisher = {IEEE Press},
size = {8 pages},
timestamp = {2008-06-19T17:35:20.000+0200},
title = {Mutual Information-based Fitness Functions for
Evolutionary Circuit Synthesis},
url = {http://delta.cs.cinvestav.mx/~ccoello/conferences/cec04-muxmutual.pdf.gz},
volume = 2,
year = 2004
}