- author = "Stuart W. Card and Chilukuri K. Mohan",
- title = "Ensemble selection for evolutionary learning using information theory and {Price's} theorem",
- booktitle = "{GECCO 2006:} Proceedings of the 8th annual conference on Genetic and evolutionary computation",
- year = "2006",
- editor = "Maarten Keijzer and Mike Cattolico and Dirk Arnold and Vladan Babovic and Christian Blum and Peter Bosman and Martin V. Butz and Carlos {Coello Coello} and Dipankar Dasgupta and Sevan G. Ficici and James Foster and Arturo Hernandez-Aguirre and Greg Hornby and Hod Lipson and Phil McMinn and Jason Moore and Guenther Raidl and Franz Rothlauf and Conor Ryan and Dirk Thierens",
- volume = "2",
- pages = "1587--1588",
- address = "Seattle, Washington, USA",
- publisher = "ACM Press",
- publisher_address = "New York, NY, 10286-1405, USA",
- month = "8-12 " # jul,
- organisation = "ACM SIGEVO (formerly ISGEC)",
- keywords = "genetic algorithms, genetic programming, Learning Classifier Systems and other Genetics-Based Machine Learning: Poster, evolutionary computation, ensemble models, group selection, mate selection, measurement, Price's equation, theory, machine learning",
- ISBN = "1-59593-186-4",
-
URL = "
http://gpbib.cs.ucl.ac.uk/gecco2006/docs/p1587.pdf",
-
DOI = "
doi:10.1145/1143997.1144254",
- size = "2 pages",
- abstract = "an information theoretic perspective on design and analysis of evolutionary algorithms is presented. Indicators of solution quality are developed and applied not only to individuals but also to ensembles, thereby ensuring information diversity. Prices Theorem is extended to show how joint indicators can drive reproductive sampling rate of potential parental pairings. Heritability of mutual information is identified as a key issue",
-
notes = "GECCO-2006 A joint meeting of the fifteenth
international conference on genetic algorithms
(ICGA-2006) and the eleventh annual genetic programming
conference (GP-2006).
ACM Order Number 910060",
