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このアイテムの引用には次の識別子を使用してください:
http://hdl.handle.net/10119/12803
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| タイトル: | Configuring Agents' Attributes with Simulated Annealing |
| 著者: | Hara, Shunsuke
Kita, Hajime
Ikeda, Kokolo
Susukita, Masahiro |
| キーワード: | Agent-Based Simulation
Micro Simulation
Population Dynamics
Constrained Optimization
Simulated Annealing |
| 発行日: | 2013-02-18 |
| 出版者: | Springer |
| 誌名: | Agent-Based Social Systems |
| 巻: | 10 |
| 開始ページ: | 45 |
| 終了ページ: | 59 |
| DOI: | 10.1007/978-4-431-54279-7_4 |
| 抄録: | In agent-based social simulation aiming at quantitative analysis of real situation faces a problem of deciding agents’ attributes. It has to match the existing data such as social statistics. However, the number of available data is much smaller than the vast degrees of freedom of agents, and therefore agents’ attributes can’t be decided uniquely. For this problem, the authors propose a formulation of attribute decision problem as a constrained optimization. In this paper, we show estimation of future population with an individual-based model as an example of the proposed method. |
| Rights: | This is the author-created version of Springer, Shunsuke Hara, Hajime Kita, Kokolo Ikeda, Masahiro Susukita, Agent-Based Approaches in Economic and Social Complex Systems VII: Post-Proceedings of The AESCS International Workshop 2012, Agent-Based Social Systems Volume 10, 2013, pp 45-59. The original publication is available at www.springerlink.com, http://dx.doi.org/10.1007/978-4-431-54279-7_4 |
| URI: | http://hdl.handle.net/10119/12803 |
| 資料タイプ: | author |
| 出現コレクション: | b10-1. 雑誌掲載論文 (Journal Articles)
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このアイテムのファイル:
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記述 |
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| aescs2012.pdf | | 229Kb | Adobe PDF | 見る/開く |
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