Cover des Buches

"Evolutionäre Algorithmen - Verfahren, Operatoren, Hinweise aus der Praxis"

Hartmut Pohlheim
Berlin, Heidelberg, New York: Springer-Verlag
322 Seiten, 105 Abbildungen und Tabellen
mit Matlab-Toolbox auf CD-ROM (GEATbx 1.95, Vollversion)

ISBN 3-540-66413-0 (erschienen: Oktober 1999)
Preis: DM 98,- DM

(Behandlung von Populationen)

Behandlung von Populationen - Parallele Modelle

Belding, T. C.: The Distributed Genetic Algorithm Revisited. In [ICGA6], pp.114-121, 1995.

Cantú-Paz, E.: A Summary of Research on Parallel Genetic Algorithms. Technical Report IlliGAL No. 95007, July 1995, University of Illinois at Urbana-Champaign, 1995.

Collins, R. J. and Jefferson, D. R.: Selection in Massively Parallel Genetic Algorithms. In [ICGA4], pp. 249-256, 1991.

Corno, F., Prinetto, P., Rebaudengo, M. and Reorda, M. S.: Exploiting Competing Subpopulations for Automatic Generation of Test Sequences for Digital Circuits. In [PPSN4], pp. 792-800, 1996.

DeJong, K. and Sarma, J.: On Decentralizing Selection Algorithms. In [ICGA6], pp. 17-23, 1995.

Fogarty, T. C. and Huang, R.: Implementing the Genetic Algorithm on Transputer Based Parallel Processing Systems. In [PPSN1], pp. 145-149, 1991.

Gordon, V. S. and Whitley, D.: Serial and Parallel Genetic Algorithms as Function Optimizers. In [ICGA5], pp. 177-183, 1993.

Gorges-Schleuter, M.: ASPARAGOUS An Asynchronous Parallel Genetic Optimization Strategy. In [ICGA3], pp. 422-427, 1989.

Gorges-Schleuter, M.: Explicit Parallelism of Genetic Algorithms through Population Structures. In [PPSN1], pp. 150-159, 1991.

Gorges-Schleuter, M.: A Comparative Study of Global and Local Selection in Evolution Strategies. In [PPSN5], pp. 367-377, 1998.

Hauser, R. and Männer, R.: Implementation of Standard Genetic Algorithms on MIMD Machines. In [PPSN3], pp. 504-513, 1994.

Herdy, M.: Reproductive Isolation as Strategy Parameter in Hierarchical Organized Evolution Strategies. In [PPSN2], pp. 207-217, 1992.

Kapsalis, A., Smith, G.D. and Rayward-Smith, V.J.: A unified parallel genetic algorithm. AISB Workshop Evolutionary Computation, April 11-13, Leeds, 1994.

Lohmann, R.: Application of Evolution Strategy in Parallel Populations. In [PPSN1], pp. 198-208, 1991.

Manderick, B. and Spiessens, P.: Fine-grained Parallel Genetic Algorithms. In [ICGA3], pp. 428-433, 1989.

Mühlenbein, H.: Parallel genetic algorithms, population genetics and combinatorial optimization. In [ICGA3], pp. 416-421, 1989.

Mühlenbein, H.: Evolution in Time and Space - The Parallel Genetic Algorithm. In [FGA1], pp. 316-337, 1991.

Mühlenbein, H., Gorges-Schleuter, M. and Krämer, O.: Evolution algorithms in combinatorial optimization. Parallel Computing, 7, pp.65-85, 1988.

Mühlenbein, H., Schomisch, M. and Born, J.: The parallel genetic algorithm as function optimizer. Parallel Computing, 17, pp.619-632, 1991.


Pettey, C. B., Leuze, M. R. and Grefenstette, J. J.: A Parallel Genetic Algorithm. In [ICGA2], pp. 155-161, 1987.

Robertson, G. G.: Parallel Implementation of Genetic Algorithms in a Classifier System. In [ICGA2], pp. 140-147, 1987.

Rudolph, G.: Global Optimization by Means of Distributed Evolution Strategies. In [PPSN1], pp. 209-213, 1991.

Sarma, J. and DeJong, K.: An Analysis of the Effects of Neighbourhood Size and Shape on Local Selection Algorithms. In [PPSN4], pp. 236-244, 1996.

Schwehm, M.: Globale Optimierung mit massiv parallelen genetischen Algorithmen. Dissertation, Universität Erlangen-Nürnberg, 1996.

Spiessens, P. and Manderick, B.: A Massively Parallel Genetic Algorithms - Implementation and First Analysis. In [ICGA4], pp. 279-286, 1991.

Schlierkamp-Voosen, D. and Mühlenbein, H.: Strategy adaptation by competing subpopulations. In [PPSN3], pp. 199-208, 1994.

Schlierkamp-Voosen, D. and Mühlenbein, H.: Adaptation of Population Sizes by Competing Subpopulations. In [ICEC96], pp. 330-335, 1996.

Starkweather, T., Whitley, D. and Mathias, K.: Optimization using Distributed Genetic Algorithms. In [PPSN1], pp. 176-185, 1991.

Tanese, R.: Parallel Genetic Algorithm for a Hypercube. In [ICGA2], pp. 177-183, 1987.

Tanese, R.: Distributed Genetic Algorithms. In [ICGA3], pp. 434-439, 1989.

Voigt, H.-M., Born, J. and Santibanez-Koref, I.: Modeling and Simulation of Distributed Evolutionary Search Processes for Function Optimization. In [PPSN1], pp. 373-380, 1991.

Voigt, H.-M., Santibanez-Koref, I. and Born, J.: Hierarchically Structured Distributed Genetic Algorithm. In [PPSN2], pp. 145-154, 1992.

© 1998-2001 Hartmut Pohlheim,, (last update: 10/2001)