منابع مشابه
Parallel Metaheuristics
Metaheuristic parallel search methods { tabu search, simulated annealing and genetic algorithms, essentially { are reviewed, classi ed and examined not according to particular methodological characteristics, but following the unifying approach of the level of parallelization. It is hoped that by examining the commonalities among parallel implementations across the eld of metaheuristics, insight...
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The paper deals with problems and ultramodern approaches recommended to solve various combinatorial optimization (CO) tasks, by using different types of computing environments, including various clouds (CC). A lot of new ideas have been proposed or at least outlined. Non-standard evaluation of the goal function value is also considered.
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When evaluating algorithms a very important goal is to perform better than the state-of-the-art techniques.. This requires experimental tests to compare the new algorithm with respect to the rest. It is, in general, hard to make fair comparisons between algorithms such as metaheuristics. The reason is that we can infer di erent conclusions from the same results depending on the metrics we use a...
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In this paper the use of metaheuristics techniques in a parallel computing course is explained. In the practicals of the course different metaheuristics are used in the solution of a mapping problem in which processes are assigned to processors in a heterogeneous environment, with heterogeneity in computation and in the network. The parallelization of the metaheuristics is also considered.
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The field of parallel metaheuristics is continuously evolving as a result of new technologies and needs that researchers have been encountering. In the last decade, new models of algorithms, new hardware for parallel execution/communication, and new challenges in solving complex problems have been making advances in a fast manner. We aim to discuss here on the state of the art, in a summarized ...
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ژورنال
عنوان ژورنال: IEEE Distributed Systems Online
سال: 2008
ISSN: 1541-4922
DOI: 10.1109/mdso.2008.23