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| Vol. 1 (2010) , No. 1 pp.54-64 |
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| 遺伝的プログラミングによる実数値GAの性能差を強調する探索空間の生成 |
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[Eshelman 93] Eshelman, L. J. and Schaffer, J. D.: Real Coded Genetic Algorithms and Interval-Schemata, in Foundations of Genetic Algorithms 2, pp. 187-202, Morgan Kaufmann Publishers (1993)
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[Hansen 01] Hansen, N. and Ostermeier, A.: Completely Derandomized Self-Adaptation in Evolution Strategies, Evolutionary Computation, Vol. 9, No. 2, pp. 159-195 (2001)
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[Hemert 06] Hemert, van J. I.: Evolving Combinatorial Problem Instances That Are Difficult to Solve, Evolutionary Computation, Vol. 14, No. 4, pp. 433-462 (2006)
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[樋口 01] 樋口 隆英, 筒井 茂義, 山村 雅幸：実数値GAにおけるシンプレクス交叉の提案, 人工知能学会論文誌, Vol. 16, No. 1, pp. 147-155 (2001)
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[Kennedy 95] Kennedy, J. and Eberhart, R.: Particle Swarm Optimization, in Proceedings of the 1995 IEEE International Conference on Neural Networks, pp. 1942-1948 (1995)
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[Kita 99a] Kita, H. and Yamamura, M.: A Function Specialization Hypothesis for Designing Genetic Algorithms, in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics (SMC '99), pp. 579-584 (1999)
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[喜多 99b] 喜多 一, 小野 功, 小林 重信：実数値GAのための正規分布交叉に関する理論的考察, 計測自動制御学会論文集, Vol. 35, No. 11, pp. 1333-1339 (1999)
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[喜多 99c] 喜多 一, 山村 雅幸：機能分担仮説に基づくGAの設計指針, 計測と制御, Vol. 38, No. 10, pp. 612-617 (1999)
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[小林 09] 小林 重信：実数値GAのフロンティア, 人工知能学会論文誌, Vol. 24, No. 1, pp. 147-162 (2009)
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[Koza 92] Koza, J. R.: Genetic Programming: On the Programming of Computers by Means of Natural Selection, MIT Press (1992)
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[Langdon 07] Langdon, W. B. and Poli, R.: Evolving Problems to Learn About Particle Swarm Optimizers and Other Search Algorithms, IEEE Transactions on Evolutionary Computation, Vol. 11, No. 5, pp. 561-578 (2007)
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[Miller 00] Miller, J. F. and Thomson, P.: Cartesian Genetic Programming, in Genetic Programming: 3rd European Conference, EuroGP 2000, Vol. 1802 of LNCS, pp. 121-132, Springer-Verlag (2000)
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[Miller 06] Miller, J. F. and Smith, S. L.: Redundancy and Computational Efficiency in Cartesian Genetic Programming, IEEE Transactions on Evolutionary Computation, Vol. 10, No. 2, pp. 167-174 (2006)
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[Oltean 04] Oltean, M.: Searching for a Practical Evidence of the No Free Lunch Theorems, in Biologically Inspired Approaches to Advanced Information Technology: First International Workshop, BioADIT 2004, Vol. 3141 of LNCS, pp. 472-483, Springer-Verlag (2004)
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[Ono 97] Ono, I. and Kobayashi, S.: A Real-coded Genetic Algorithm for Function Optimization Using Unimodal Normal Distribution Crossover, in Proceedings of the 7th International Conference on Genetic Algorithms (ICGA '97), pp. 246-253, Morgan Kaufmann Publishers (1997)
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[小野 99] 小野 功, 佐藤 浩, 小林 重信：単峰性正規分布交叉UNDXを用いた実数値GAによる関数最適化, 人工知能学会誌, Vol. 14, No. 6, pp. 1146-1155 (1999)
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[Poli 08] Poli, R., Langdon, W. B., and McPhee, N. F.: A Field Guide to Genetic Programming, Published via http://lulu.com and freely available at http://www.gp-field-guide.org.uk (2008), (With contributions by J. R. Koza)
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[佐藤 97] 佐藤 浩, 小野 功, 小林 重信：遺伝的アルゴリズムにおける世代交代モデルの提案と評価, 人工知能学会誌, Vol. 12, No. 5, pp. 734-744 (1997)
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[Storn 97] Storn, R. and Price, K.: Differential Evolution -- A Simple and Efficient Heuristic for Global Optimization over Continuous Spaces, Journal of Global Optimization, Vol. 11, No. 4, pp. 341-359 (1997)
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[Tsutsui 99] Tsutsui, S., Yamamura, M., and Higuchi, T.: Multi-parent Recombination with Simplex Crossover in Real Coded Genetic Algorithms, in Proceedings of the Genetic and Evolutionary Computation Conference 1999 (GECCO '99), pp. 657-664, Morgan Kaufmann Publishers (1999)
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[Zitzler 01] Zitzler, E., Laumanns, M., and Thiele, L.: SPEA2: Improving the Strength Pareto Evolutionary Algorithm, Technical Report 103, Computer Engineering and Networks Laboratory (TIK), ETH Zurich, Zurich, Switzerland (2001)
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