Genetic algorithm by coordinating exploration and exploitation --- Convergence properties and performance analyses

Jisuanji Xuebao/Chinese Journal of Computers

Volumn 24, Issue 12, 2001, Pages 1233-1241

  Jiang, Rui ^a   Luo, Yu Pin ^a   Hu, Dong Cheng ^a   Szeto, Kwok Yip ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Exploitation; Exploration; Finite Markov chains; Genetic algorithms

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; EVALUATION; FLOWCHARTING; MARKOV PROCESSES;

EXPLOITATION; EXPLORATION; FINITE MARKOV CHAINS;

GENETIC ALGORITHMS;

EID: 0035561431     PISSN: 02544164     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (12)

1. Adaptation in Natural and Artificial Systems
2. Genetic Algorithms in Search, Optimization, and Machine Learning
3. Multiple time series prediction using genetic algorithms optimizer
4. An adaptive classifier system tree for extending genetics-based machine learning in dynamic environment
5. Identification of spatially-varying parameters of parabolic partial differential equation by evolutionary algorithms
6. Optimum polygonal approximation of digital curves using genetic algorithm
7. Convergence analysis of canonical genetic algorithms
8. Genetic algorithm with elitist model and its convergence
9. A markov chain analysis on simple genetic algorithm
10. Finite Markov Processes and Their Applications
11. Modeling of genetic algorithms