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19th International Conference of the Chilean Computer Science Society
An Object-Oriented Approach to a Parallel Tabu Search Algorithm for the Task Scheduling Problem
Talca, Chile
November 11-November 13
ISBN: 0-7695-0296-2
Mariangela L. Silva, Ministerio da Marinha
Stella C.S. Porto, Universidade Federal Fluminense
This work presents a parallel object-oriented tabu search (TS) algorithm for static task scheduling. The scheduling problem and the TS method are separately modeled under an object-oriented approach. The TS parallelization follows a strategy based on multi-search threads and the algorithm is fully implemented using the Java language. Besides providing a new scheduling algorithm, this work contributes to demonstrate: (i) the strength of object-orientation also in this field of applications; (ii) the adaptability of TS to asynchronous parallelization; (iii) the significance of diversification in TS algorithms and (iv) the potential of the Java language in implementing highly portable object-oriented parallel software
Index Terms:
tabu search, parallelization, task scheduling, object-oriented modeling, Java language
Citation:
Mariangela L. Silva, Stella C.S. Porto, "An Object-Oriented Approach to a Parallel Tabu Search Algorithm for the Task Scheduling Problem," sccc, pp.105, 19th International Conference of the Chilean Computer Science Society, 1999
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