A Multiobjective Evolutionary-Simplex Hybrid Approach for the Optimization of Differential Equation Models of Gene Networks

This paper describes genetic and hybrid approaches for multiobjective optimization using a numerical measure called fuzzy dominance. Fuzzy dominance is used when implementing tournament selection within the genetic algorithm (GA). In the hybrid version, it is also used to carry out a Nelder-Mead sim...

Full description

Saved in:

Bibliographic Details
Published in:	IEEE transactions on evolutionary computation Vol. 12; no. 5; pp. 572 - 590
Main Authors:	Koduru, P., Zhanshan Dong, Das, S., Welch, S.M., Roe, J.L., Charbit, E.
Format:	Journal Article
Language:	English
Published:	New York, NY IEEE 01.10.2008 Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Applied sciences Arabidopsis Bioinformatics Biological system modeling Biology computing Combinatorics Combinatorics. Ordered structures Computer networks Computer science; control theory; systems Data mining Data processing. List processing. Character string processing Differential equations Exact sciences and technology Flows in networks. Combinatorial problems Fuzzy fuzzy dominance Genes Genetic algorithms genetic algorithms (GAs) Genomics Graph theory hybrid algorithms Information retrieval. Graph Mathematical models Mathematics Memory organisation. Data processing multiobjective optimization Networks Operational research and scientific management Operational research. Management science Optimization Organisms Oryza sativa Parameter estimation Sciences and techniques of general use Searching simplex Software Studies Theoretical computing Differential equation Evolutionary algorithm Biological model Multiobjective programming simplex Information extraction Network management Data mining Combinatorial optimization Modeling Convergence multiobjective optimization fuzzy dominance Genetics genomics hybrid algorithms Bioinformatics Local search Data analysis Pareto optimum Biological system modeling Dominance Data processing Graph theory Biological system Fuzzy logic Genetic algorithm Simplex method genetic algorithms (GAs) Genome Tournament
ISSN:	1089-778X, 1941-0026
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!