An analysis of the interacting roles of population size and crossover in genetic algorithms

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 496 LNCS, Issue , 1991, Pages 38-47

  De Jong, Kenneth A ^a   Spears, William M ^b  

^a GEORGE MASON UNIVERSITY   (United States)

^b NAVAL RESEARCH LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

GENETIC ALGORITHMS; POPULATION STATISTICS;

DISRUPTION ANALYSIS; DISRUPTIVE EFFECTS; MULTI-POINTS; POPULATION SIZES; UNIFORM CROSSOVERS;

PROBLEM SOLVING;

EID: 85025198966     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/BFb0029729     Document Type: Conference Paper

References (8)

1. Booker, Lashon B. (1987). Improving Search in Genetic Algorithms, Genetic Algorithms and Simulated Annealing, Morgan Kaufmann Publishing.
2. De Jong, Kenneth A. (1975). An Analysis of the Behavior of a Class of Genetic Adaptive Systems, Doctoral Thesis, Department of Computer and Communication Sciences, University of Michigan, Ann Arbor.
3. De Jong, K. A. & Spears, W. (1990). An Analysis of Multi-point Crossover, Proceedings of the Foundations of Genetic Algorithms Workshop, Bloomington, Indiana, 1990.
4. Eschelman, L., Caruana, R. & Schaffer, D. (1989). Biases in the Crossover Landscape, Proc. 3rd Int'l Conference on Genetic Algorithms, Morgan Kaufman Publishing.
5. Goldberg, David E. (1989). Sizing Populations for Serial and Parallel Genetic Algorithms, Proc. 3rd Int'l Conference on Genetic Algorithms, Morgan Kaufman Publishing.
6. Holland, John H. (1975). Adaptation in Natural and Artificial Systems, The University of Michigan Press.
7. Spears, William M. (1990). Using Neural Networks and Genetic Algorithms as Heuristics for NP-Complete Problems, Masters Thesis, Department of Computer Science, George Mason University, Fairfax, Virginia, 1990.
8. Syswerda, Gilbert. (1989). Uniform Crossover in Genetic Algorithms, Proc. 3rd Int'l Conference on Genetic Algorithms, Morgan Kaufman Publishing.