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A Game-Chain-Based Approach for Decision Making
http://hdl.handle.net/10173/1758
http://hdl.handle.net/10173/175862a29de0-1031-4c96-9685-4b2f37238017
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
SMS09-140.pdf (282.3 kB)
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| Item type | 会議発表論文 / Conference Paper(1) | |||||
|---|---|---|---|---|---|---|
| 公開日 | 2018-02-06 | |||||
| タイトル | ||||||
| タイトル | A Game-Chain-Based Approach for Decision Making | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | game chain | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | system equilibrium | |||||
| キーワード | ||||||
| 主題Scheme | Other | |||||
| 主題 | Markov decision process | |||||
| 資源タイプ | ||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||
| 資源タイプ | conference paper | |||||
| 著者 |
An, Tingyu
× An, Tingyu× Watanabe, tsunami |
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| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | Nowadays, with the rapid development of information society, decision-making problems become more and more complicated especially in large scale systems such as infrastructure, environmental and industrial fields, which are usually accompanied by psychological competition between involved parties in a complicated, uncertain and dynamic situation. From a holistic perspective of system, a specific decision-making method which is described as game-chain-based decision making has been proposed in this paper in order to seek a solution for these problems. It takes other involved parties’ thinking into consideration and explores consequences of holistic instead of reductionist in order to pursue scientific proof and optimal choice for decision makers. Based on systematic and game ideas, this paper attempts to find a solution by mathematical modeling. First, characteristics and descriptions of this sort of decision-making problems are summarized which can be abstracted as game chain. Through giving proper definitions of decision point, state, action, state transition probability and immediate utility, a mathematical model is set up which translates the process of game chain decision making into Markov decision process with a list of 5 objects. Second, with support of Game Theory and Markov Decision Process, the corresponding equilibrium (system equilibrium) in a holistic view of system is developed under the principle function of expected total utility and then proved to be existed under some certain conditions. Then a pathway to find the system equilibrium is given. Finally the proposed method is demonstrated through a tank virtual game. | |||||
| 書誌情報 |
Society for Social Management Systems Internet Journal 巻 5, 号 1, 発行日 2009-03 |
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| ISSN | ||||||
| 収録物識別子タイプ | ISSN | |||||
| 収録物識別子 | 2432-552X | |||||
| 著者版フラグ | ||||||
| 出版タイプ | VoR | |||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
| 出版者 | ||||||
| 出版者 | Society for Social Management Systems | |||||
