%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 }