Solution Stability in Evolutionary Computation

Created by W.Langdon from gp-bibliography.bib Revision:1.8592

@InProceedings{soule:2002:ISCIS,

• author = "Terence Soule and Robert B. Heckendorn and Jian Shen",
• title = "Solution Stability in Evolutionary Computation",
• booktitle = "ISCIS XVII Seventeenth International Symposium On Computer and Information Sciences",
• year = "2002",
• editor = "Nihan Cicekli",
• pages = "237--241",
• address = "University of Central Florida, Orlando, Florida",
• month = oct # " 28-30",
• publisher = "CRC Press",
• keywords = "genetic algorithms, genetic programming",
• URL = "http://www2.cs.uidaho.edu/~tsoule/research/p014shortc.ps",
• URL = "https://verso.uidaho.edu/esploro/outputs/bookChapter/Solution-Stability-in-Evolutionary-Computation/996651656201851?institution=01ALLIANCE_UID",
• DOI = "doi:10.1201/9780429332821-54",
• size = "5 pages",
• abstract = "In this paper we show that evolutionary pressure towards stable solutions has a significant impact on the evolutionary process. More stable solutions are less likely to be degraded by variation operators such as crossover and mutation. In particular, our results show that the pressure towards stable solutions has a significant influence on the evolutionary selection of terminals in genetic programming. We solve the same problem using a genetic algorithm with a linear encoding. We observe similar effects with the GA showing that the behavior translates to a variety of evolutionary paradigms.",
• notes = "http://www.cs.ucf.edu/~iscis02/ cited by \cite{1068281}",

}

Genetic Programming entries for Terence Soule Robert B Heckendorn Jian Shen

Citations