Title
Winnowing Wheat From Chaff: The Chunking Ga
Abstract
In this work, we investigate the ability of a Chunking GA (ChGA) to reduce the size of variable length chromosomes and control bloat. The ChGA consists of a standard genetic algorithm augmented by a communal building block memory system and associated memory chromosomes and operators. A new mxn MaxSum fitness function used for this work is also described. Results show that a ChGA equipped with memory capacity equal to or greater than the minimal size of an optimal solution naturally eliminates unexpressed genes. © Springer-Verlag Berlin Heidelberg 2004.
Publication Date
1-1-2004
Publication Title
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume
3103
Number of Pages
198-209
Document Type
Article
Personal Identifier
scopus
DOI Link
https://doi.org/10.1007/978-3-540-24855-2_18
Copyright Status
Unknown
Socpus ID
35048823298 (Scopus)
Source API URL
https://api.elsevier.com/content/abstract/scopus_id/35048823298
STARS Citation
Stringer, Hal and Wu, Annie S., "Winnowing Wheat From Chaff: The Chunking Ga" (2004). Scopus Export 2000s. 5556.
https://stars.library.ucf.edu/scopus2000/5556