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pohlheim.com

"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
www.pohlheim.com/eavoh/

Literaturverzeichnis
(Behandlung von Populationen)

Behandlung von Populationen - Parallele Modelle

[Bel95]
Belding, T. C.: The Distributed Genetic Algorithm Revisited. In [ICGA6], pp.114-121, 1995.

[Can95]
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.
ftp://ftp-illigal.ge.uiuc.edu/pub/papers/IlliGALs/95007.ps.Z

[CJ91]
Collins, R. J. and Jefferson, D. R.: Selection in Massively Parallel Genetic Algorithms. In [ICGA4], pp. 249-256, 1991.

[CPR96]
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.

[DJS95]
DeJong, K. and Sarma, J.: On Decentralizing Selection Algorithms. In [ICGA6], pp. 17-23, 1995.

[FH91]
Fogarty, T. C. and Huang, R.: Implementing the Genetic Algorithm on Transputer Based Parallel Processing Systems. In [PPSN1], pp. 145-149, 1991.

[GW91]
Gordon, V. S. and Whitley, D.: Serial and Parallel Genetic Algorithms as Function Optimizers. In [ICGA5], pp. 177-183, 1993.

[GS89]
Gorges-Schleuter, M.: ASPARAGOUS An Asynchronous Parallel Genetic Optimization Strategy. In [ICGA3], pp. 422-427, 1989.

[GS91]
Gorges-Schleuter, M.: Explicit Parallelism of Genetic Algorithms through Population Structures. In [PPSN1], pp. 150-159, 1991.

[GS98]
Gorges-Schleuter, M.: A Comparative Study of Global and Local Selection in Evolution Strategies. In [PPSN5], pp. 367-377, 1998.

[HM94]
Hauser, R. and Männer, R.: Implementation of Standard Genetic Algorithms on MIMD Machines. In [PPSN3], pp. 504-513, 1994.

[Her92]
Herdy, M.: Reproductive Isolation as Strategy Parameter in Hierarchical Organized Evolution Strategies. In [PPSN2], pp. 207-217, 1992.

[KSR94]
Kapsalis, A., Smith, G.D. and Rayward-Smith, V.J.: A unified parallel genetic algorithm. AISB Workshop Evolutionary Computation, April 11-13, Leeds, 1994.

[Loh91]
Lohmann, R.: Application of Evolution Strategy in Parallel Populations. In [PPSN1], pp. 198-208, 1991.

[MS89]
Manderick, B. and Spiessens, P.: Fine-grained Parallel Genetic Algorithms. In [ICGA3], pp. 428-433, 1989.

[Müh89]
Mühlenbein, H.: Parallel genetic algorithms, population genetics and combinatorial optimization. In [ICGA3], pp. 416-421, 1989.

[Müh91]
Mühlenbein, H.: Evolution in Time and Space - The Parallel Genetic Algorithm. In [FGA1], pp. 316-337, 1991.
ftp://borneo.gmd.de/pub/as/ga/gmd_as_ga-91_01.ps

[MGK88]
Mühlenbein, H., Gorges-Schleuter, M. and Krämer, O.: Evolution algorithms in combinatorial optimization. Parallel Computing, 7, pp.65-85, 1988.

[MSB91]
Mühlenbein, H., Schomisch, M. and Born, J.: The parallel genetic algorithm as function optimizer. Parallel Computing, 17, pp.619-632, 1991.

[MSV93a]

[PLG87]
Pettey, C. B., Leuze, M. R. and Grefenstette, J. J.: A Parallel Genetic Algorithm. In [ICGA2], pp. 155-161, 1987.

[Rob87]
Robertson, G. G.: Parallel Implementation of Genetic Algorithms in a Classifier System. In [ICGA2], pp. 140-147, 1987.

[Rud91]
Rudolph, G.: Global Optimization by Means of Distributed Evolution Strategies. In [PPSN1], pp. 209-213, 1991.

[SDJ96]
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.

[Swm96]
Schwehm, M.: Globale Optimierung mit massiv parallelen genetischen Algorithmen. Dissertation, Universität Erlangen-Nürnberg, 1996.
http://www.informatik.uni-stuttgart.de/ipvr/vs/personen/schwehm/MYpapers/Dissertation.html

[SM91]
Spiessens, P. and Manderick, B.: A Massively Parallel Genetic Algorithms - Implementation and First Analysis. In [ICGA4], pp. 279-286, 1991.

[SVM94]
Schlierkamp-Voosen, D. and Mühlenbein, H.: Strategy adaptation by competing subpopulations. In [PPSN3], pp. 199-208, 1994.
ftp://borneo.gmd.de/pub/as/ga/gmd_as_ga-94_14.ps

[SVM96]
Schlierkamp-Voosen, D. and Mühlenbein, H.: Adaptation of Population Sizes by Competing Subpopulations. In [ICEC96], pp. 330-335, 1996.
ftp://borneo.gmd.de/pub/as/ga/gmd_as_ga-96_01.ps

[SWM91]
Starkweather, T., Whitley, D. and Mathias, K.: Optimization using Distributed Genetic Algorithms. In [PPSN1], pp. 176-185, 1991.

[Tan87]
Tanese, R.: Parallel Genetic Algorithm for a Hypercube. In [ICGA2], pp. 177-183, 1987.

[Tan89]
Tanese, R.: Distributed Genetic Algorithms. In [ICGA3], pp. 434-439, 1989.

[VBS91]
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.

[VSB92]
Voigt, H.-M., Santibanez-Koref, I. and Born, J.: Hierarchically Structured Distributed Genetic Algorithm. In [PPSN2], pp. 145-154, 1992.

Literatur: Kombinatorische Optimierung

Literatur: Visualisierung, Genetik, ...