Developing a game-theoretic interactive decision-making framework for urban land-use planning

被引:1
|
作者
Abolhasani, Somaie [1 ,2 ,4 ]
Taleai, Mohammad [2 ,3 ]
Lakes, Tobia [1 ]
机构
[1] Humboldt Univ, Dept Geog, Unter Linden 6, D-10099 Berlin, Germany
[2] KN Toosi Univ Technol, Geomat Fac, Ctr Excellence Geospatial Informat Technol, Tehran, Iran
[3] Univ New South Wales UNSW, Fac Arts Design & Architecture, Sch Built Environm, Sydney, Australia
[4] Rudower Chaussee 16, D-12489 Berlin, Germany
关键词
Strategic form game; Conflicted and competitive decision -making; Multi -agent systems; Multi -criteria decision -making; Land -use dynamics; SIMULATION; GROWTH; MODEL; CONSTRUCTION; RATIONALITY; ALLOCATION; AGENTS; LOGIC;
D O I
10.1016/j.habitatint.2023.102930
中图分类号
F0 [经济学]; F1 [世界各国经济概况、经济史、经济地理]; C [社会科学总论];
学科分类号
0201 ; 020105 ; 03 ; 0303 ;
摘要
Land-use changes are the result of individuals' interactive decisions and are directly affected by stakeholders' preferences. For a better understanding of land-use change processes and to support the development of an adequate land-use plan, simulating stakeholders' interactions is a key challenge. This study aims to develop a Game-Theoretic Interactive Decision Making (GTIDM) framework to simulate the interrelated behavior of stakeholders with imperfect information in a land-use change process. GTIDM considers consequences of the any possible decision taken by actors and support the best possible payoff for all decision-makers in conflicted and competitive situations. The proposed framework was implemented and analyzed using data from the 22nd municipal region of Tehran. We compared the results from GTIDM with Multi-Agent System (MAS) and Con-ventional Multi-Criteria Decision Making-based (CMCDM) frameworks to demonstrate the effects of considering or ignoring the interactive decision-making process. The results obtained indicate that the interactive decision -making situation can be efficiently simulated by GTIDM and the outputs are more similar to stakeholders' de-cisions in the real world. The MAS-and CMCDM-based frameworks are less focused on interactive situations. Finally, GTIDM provides insight into interactive decision-making in land-use change process and can lead us toward a feasible solution in urban land-use planning.
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页数:15
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