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MultiGen: an integrated multiple-objective solution system
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DOI：10.1016/S0167-9236(02)00135-5.png)
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This paper presents an overview of a global multiple-objective system capable of rigourously handling a wide variety of multiple-objective and goal programming (GP) models. The system has two efficient solution engines that complement one another. These are an intelligent conventional optimisation system and a genetically driven heuristic search-based solver. The development of a linear and nonlinear sparse storage system capable of handling additional multiple-objective factors such as priority levels, goals, objectives, and upper and lower bounds is described. An appropriate input/output style for multiple-objective programmes is given. The resulting package provides an efficient and user-friendly environment for the interactive solution and analysis of a wide variety of multiple-objective programming (MOP) models. (C) 2002 Elsevier Science B.V. All rights reserved.
Keyword:
goal programming
multiple-objective programming
genetic algorithms
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IF:
6.8
论文数:
3.8K
被引数:
1.5W
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