The Mechanism Research of a Novel Genetic Algorithm Based Species Selection
- Resource Type
- Conference
- Authors
- Zhu, Can; Liang, Xi-ming; Yan, Dong-huang
- Source
- 2008 International Conference on Computer Science and Software Engineering Computer Science and Software Engineering, 2008 International Conference on. 6:462-466 Dec, 2008
- Subject
- Computing and Processing
Genetic algorithms
Genetic engineering
Algorithm design and analysis
Information science
Information analysis
Equations
Biological system modeling
Computer science
Software engineering
Educational institutions
genetic algorithms
species
population dividing
- Language
A new analytical method based population dividing is proposed by analysing population clustering. Stochastic distribution equation and growth equation of blocks were deduced. Gene Independence was defined to analyse building block hypothesis. A new explanation that decimal-coded genetic algorithms to simulateevolutionary was proposed. A novel genetic algorithm based species selection was proposed and the background on biological of GASS is expounded. Simulation results on a set typical test functions with 100 dimension are presented and the results obtained show that the new approach is a general, effective an d robust method.