一般化包絡分析法と遺伝アルゴリズムによる多目的最適化の一手法 [in Japanese] A Multi-Objective Optimization Method Combining Generalized Data Envelopment Analysis and Genetic Algorithms [in Japanese]
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In this paper, a method using generalized data envelopment analysis and genetic algorithms is proposed for finding efficient frontiers in multi-objective optimization problems. The proposed method can yield desirable efficient frontiers even in nonconvex cases. It will be proved that the proposed method overcomes shortcomings of existing methods through several numerical examples.
- Transactions of the Institute of Systems, Control and Information Engineers
Transactions of the Institute of Systems, Control and Information Engineers 13(4), 179-185, 2000-04-15
THE INSTITUTE OF SYSTEMS, CONTROL AND INFORMATION ENGINEERS (ISCIE)