A generic evolutionary computation approach based upon genetic algorithms and evolution strategies

Systems Science

Volumn 28, Issue 2, 2002, Pages 59-71

  Affenzeller, Michael ^a  

^a JOHANNES KEPLER UNIVERSITY LINZ   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

COMBINATORIAL MATHEMATICS; HEURISTIC METHODS; PROBLEM SOLVING; TRAVELING SALESMAN PROBLEM;

COMBINATORIAL OPTIMIZATION PROBLEM;

EVOLUTIONARY ALGORITHMS;

EID: 0036954272     PISSN: 01371223     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (14)

1. AFFENZELLER M., A New Approach to Evolutionary Computation: Segregative Genetic Algorithms (SEGA), IWANN'2001: Lecture Notes in Computer Science 2084, Springer Verlag, Berlin, Heidelberg, New York 2001, 594-601.
2. GOLDBERG D. E., Genetic Algorithms in Search, Optimization and Machine Learning, Addison Wesley Longman, 1989.
3. HOLLAND J. H., Adaption in Natural and Artificial Systems, 1st MIT Press ed. 1992.
4. KIRKPATRICK S. et al., Optimization by Simulated Annealing, Science 220, 1983, 671-680.
5. LAMARCK J. B., Zoological Philosophy, London 1914.
6. MICHALEWICZ Z., Genetic Algorithms + Data Structures = Evolution Programs, 3rd edn., Springer Verlag, Berlin, Heidelberg, New York 1996.
7. RECHENBERG I., Evolutionsstrategie, Friedrich Frommann Verlag, 1973.
8. REINELT G., TSPLIB - A Travelling Salesman Problem Library, ORSA Journal on Computing 3, 1991, 376-384.
9. REINELT G., TSPLIB - A Travelling Salesman Problem Library, ftp://ftp.zib.de/pub/Packages/mp-testdata/tsp/tsplib/index.html (1997).
10. SCHÖNEBURG E. et al., Genetische Algorithmen und Evolutionsstrategien, Addison Wesley, 1994.
11. SRINIVAS M., PATNAIK L., Adaptive Probabilities of Crossover and Mutation in Genetic Algorithms, IEEE Transactions on Systems, Man, and Cybernetics, 24(4), 1994, 656-667.
12. SMITH S. et al., Population Diversity in an Immune System Model: Implications for Genetic Search, Foundations of Genetic Algorithms, 2, 1993, 153-166.
13. WENDT O., Tourenplanung durch Einsatz naturanaloger Verfahren, Deutscher Universitätsverlag, 1995.
14. WHITLEY D., A Genetic Algorithm Tutorial, Statistics and Computing, 4, 1994, 65-85.