A class of genetic algorithms with analytical solution

Robotics and Autonomous Systems

Volumn 22, Issue 1, 1997, Pages 59-64

  Gelenbe, Erol ^a  

^a USA   (United States)

Author keywords

Analytical solution; Birth and death processes; Genetic algorithms; Learning; Stationary distribution

Indexed keywords

LEARNING SYSTEMS; MARKOV PROCESSES; MATHEMATICAL MODELS; PROBABILITY;

CLOSED FORM EQUATIONS;

GENETIC ALGORITHMS;

EID: 0031269296     PISSN: 09218890     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0921-8890(97)00016-X     Document Type: Article

References (7)

1. K.A. De Jong, An analysis of the behaviour of a class of genetic adaptive systems, Doctoral Thesis, Department of Computer and Communication Sciences, University of Michigan, Ann Arbor, 1975.
2. D. Goldberg, Genetic Algorithms in Search, Optimization and Mchine Learning (Addison-Wesley, New York, 1989).
3. J. Holland, Adaptation in Natural and Artificial Systems (University of Michigan Press, Ann Arbor, 1975).
4. M.D. Vose, Formalizing genetic algorithms, Technical Report (CS-91-127), Department of Computer Science, The University of Tennessee, 1991.
5. M.D. Vose, Modeling simple genetic algorithms, in: L.D. Whilley, ed., Foundations of Genetic Algorithms 2 (Morgan Kaufmann, San Mateo, 1993).
6. M.D. Vose and G.E. Liepins, Punctuated equilibria in genetic search, Complex Systems 5 (1991) 31-44.
7. J.R. Jackson, Job-shop like queueing systems, Management Science 10 (1) (1963) 131-142.