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Abstract: . In this paper, we apply a competitive coevolutionary approach using loosely coupled genetic algorithms to a distributed optimization of the Rosenbrock's function. The computational scheme is a coevolutionary system of agents with only local interaction among them, without any central synchronization. We use a recently developed coordination language called Manifold to implement our distributed optimization algorithm. We show that the distributed optimization algorithm implemented using... (Update)
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BibTeX entry: (Update)
F. Seredynski, P. Bouvry and F. Arbab, "Parallel and Distributed Evolutionary Computation with MANIFOLD", Fourth International Conference on Parallel Computing Technologies (PaCT-97) , Yaroslavl, Russia, 8-12 Sept., 1997, LNCS, Springer Verlag (these proceedings). http://citeseer.ist.psu.edu/seredynski97parallel.html More
@inproceedings{ seredynski97parallel,
author = "F. Seredynski and P. Bouvry and F. Arbab",
title = "{Parallel and Distributed Evolutionary Computation with Manifold}",
booktitle = "Proc. 4th Int. Conf. on Parallel Computing Technologies",
volume = "1277",
publisher = "Springer-Verlag, Berlin",
address = "Yaroslav, Russia",
editor = "V. Malyshkin",
pages = "94--108",
year = "1997",
url = "citeseer.ist.psu.edu/seredynski97parallel.html" }
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548 Genetic Algorithms + Data Structures = Evolution Programs (context) - Michalewicz - 1996
227 Evolution and Optimum Seeking (context) - Schwefel - 1995
216 Coordination languages and their significance (context) - Gelernter, Carriero - 1992
68 The IWIM model for coordination of concurrent activities - Arbab - 1996
58 A Cooperative Coevolutionary Approach to Function Optimizati.. - Potter, De Jong - 1994
47 Concurrency: Practice and Experience (context) - Arbab, Herman et al. - 1993
34 Genetic Algorithms and Evolution Strategies: Similarities an.. (context) - Hoffmeister, Back - 1992
30 Coordination of massively concurrent activities - Arbab
15 Strategy Adaptation by Competing Subpopulation (context) - Schlierkamp-Vosen, Muhlenbein - 1994
10 Automaton Theory and Modelling of Biological Systems (context) - Tsetlin - 1973
7 Parallel Simulated Annealing and Genetic Algorithms: a Space.. (context) - Chen, Flann - 1994
7 Step-Size Adaptation Based on NonLocal Use of Selection Info.. (context) - Ostermeier, Gawelczyk et al. - 1994
4 Loosely Coupled Distributed Genetic Algorithms (context) - Seredynski - 1994
2 The skeleton of a computing farm in manifold - Arbab, Herman et al. - 1993
2 Distributed evolutionary optimization in manifold: the rosen.. (context) - Seredynski, Bouvry et al. - 1997
2 Coevolutionary Game Theoretic Multi-Agent Systems - Seredynski - 1996
1 This article was processed using the L a T E X macro package.. (context) - Warschawski, von Automaten - 1978
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