一种专门用于数值优化问题的遗传算法

[1990] Proceedings of the 2nd International IEEE Conference on Tools for Artificial Intelligence Pub Date : 1990-11-06 DOI:10.1109/TAI.1990.130441

C. Janikow, Z. Michalewicz

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引用次数: 25

摘要

描述了一种专门用于数值优化问题的遗传算法，并讨论了这种算法在离散时间最优控制问题中的应用。数值结果与经典遗传算法和大型复杂数学规划模型构建与求解系统GAMS的结果进行了比较。由于这种专门化算法只是提议的统一通用包的一部分，因此还概述了进一步的扩展。

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A specialized genetic algorithm for numerical optimization problems

A specialized genetic algorithm for numerical optimization problems is described and the application of such algorithms to discrete-time optimal control problems is discussed. Numerical results obtained are compared with those obtained from a classical genetic algorithm and a system for construction and solution of large and complex mathematical programming models, GAMS. As this specialized algorithm is only a part of a proposed unified generic package, further extensions are also outlined.<>

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[1990] Proceedings of the 2nd International IEEE Conference on Tools for Artificial Intelligence

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