Studies on efficient meta heuristic approaches for combinatorial optimization problems
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著者
書誌事項
- タイトル
-
Studies on efficient meta heuristic approaches for combinatorial optimization problems
- 著者名
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片山, 謙吾
- 著者別名
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カタヤマ, ケンゴ
- 学位授与大学
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岡山理科大学
- 取得学位
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博士 (工学)
- 学位授与番号
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甲第工8号
- 学位授与年月日
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1998-03-20
注記・抄録
博士論文
目次
- Contents / p5 (0008.jp2)
- Abstract / p1 (0004.jp2)
- Preface / p2 (0005.jp2)
- 1 Introduction and Basic Concept / p1 (0015.jp2)
- 1.1 Overview and Research Field / p2 (0016.jp2)
- 1.2 Combinatorial Optimization Problems / p4 (0018.jp2)
- 1.3 Traveling Salesman Problem / p8 (0022.jp2)
- 1.4 Channel Routing Problem / p16 (0030.jp2)
- 1.5 Meta Heuristics for Combinatorial Optimization Problem / p25 (0039.jp2)
- 2 Neighbor Searching SA for the TSP / p41 (0055.jp2)
- 2.1 Introduction / p43 (0057.jp2)
- 2.2 Simulated Annealing / p44 (0058.jp2)
- 2.3 Neighbor Searching Simulated Annealing / p45 (0059.jp2)
- 2.4 Experimental Algorithms / p47 (0061.jp2)
- 2.5 Experimental Results / p50 (0064.jp2)
- 2.6 Conclusion / p55 (0069.jp2)
- 3 An Efficient Algorithm for the CRP / p57 (0071.jp2)
- 3.1 Introduction / p58 (0072.jp2)
- 3.2 Evolutionary Programming / p59 (0073.jp2)
- 3.3 Algorithm Description / p61 (0075.jp2)
- 3.4 Computational Results / p69 (0083.jp2)
- 3.5 Conclusion / p72 (0086.jp2)
- 4 Development of New Genetic Crossover / p74 (0088.jp2)
- 4.1 Introduction / p76 (0090.jp2)
- 4.2 Genetic Algorithm for Traveling Salesman Problem / p78 (0092.jp2)
- 4.3 New Genetic Crossover Operator / p79 (0093.jp2)
- 4.4 Enumeration Algorithm / p82 (0096.jp2)
- 4.5 Fundamental Experiment / p84 (0098.jp2)
- 4.6 Standard Model to Analyze Performance for Crossovers / p92 (0106.jp2)
- 4.7 Parallel Approach / p95 (0109.jp2)
- 4.8 Experiments for Performances / p98 (0112.jp2)
- 4.9 Conclusions / p103 (0117.jp2)
- 5 Efficient Hybrid GAs for the TSP / p109 (0124.jp2)
- 5.1 Introduction / p111 (0126.jp2)
- 5.2 Hybrid Genetic Algorithms for Combinatorial Optimization / p113 (0128.jp2)
- 5.3 Experimental Results / p119 (0134.jp2)
- 5.4 Conclusion / p125 (0140.jp2)
- 6 Concluding Remarks / p128 (0143.jp2)
- Bibliography / p133 (0148.jp2)
- Acknowledgements / p151 (0166.jp2)