Conflict resolution using game theory and rough sets

被引:39
作者
Bashir, Zia [1 ]
Mahnaz, Saima [1 ]
Malik, Muhammad Ghulam Abbas [2 ]
机构
[1] Quaid I Azam Univ, Dept Math, Islamabad, Pakistan
[2] Universal Coll Learning, Sch Business & ICT, Palmerston North 4442, New Zealand
关键词
conflict analysis; game-theoretic rough sets; multicriteria decision making; Nash equilibrium; DECISION-MAKING; MODEL;
D O I
10.1002/int.22298
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Conflicts occur naturally in the real world at all levels of society, individually, in groups or society as a whole. Almost all the existing conflict resolution models are unilateral in their decision-making process. They do not consider the actions of the involved parties simultaneously. Therefore, in this paper, we aim to design a novel conflict resolution model based on game-theoretic rough sets by constructing a game between all the concerned parties (players), computing the payoff of different strategies and classifying them following equilibrium rules. The proposed model yields more realistic and accurate results as it explores all possibilities and is flexible in determining different threshold values relative to the complexities of real-life problems. Three real-life conflict situations are solved with the proposed model, and a comprehensive analysis is done to validate the effectiveness of the proposed approach.
引用
收藏
页码:237 / 259
页数:23
相关论文
共 43 条
[1]  
Ahmed H, 2017, INT J SCI RES, V6, P2741
[2]  
Azam N, 2012, LECT NOTES COMPUTER, V7414
[3]   Evaluation functions and decision conditions of three-way decisions with game-theoretic rough sets [J].
Azam, Nouman ;
Zhang, Yan ;
Yao, JingTao .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2017, 261 (02) :704-714
[4]   Game-theoretic rough sets for recommender systems [J].
Azam, Nouman ;
Yao, JingTao .
KNOWLEDGE-BASED SYSTEMS, 2014, 72 :96-107
[5]   Analyzing uncertainties of probabilistic rough set regions with game-theoretic rough sets [J].
Azam, Nouman ;
Yao, JingTao .
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, 2014, 55 (01) :142-155
[6]  
Azam N, 2012, SMART INNOV SYST TEC, V15, P175
[7]   A multicriteria approach for analysis of conflicts in evidence theory [J].
de Oliveira Silva, Lucimario Gois ;
de Almeida-Filho, Adiel Teixeira .
INFORMATION SCIENCES, 2016, 346 :275-285
[8]   Conflict analysis [J].
Deja, R .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2002, 17 (02) :235-253
[9]   Soft sets and soft rough sets [J].
Feng, Feng ;
Liu, Xiaoyan ;
Leoreanu-Fotea, Violeta ;
Jun, Young Bae .
INFORMATION SCIENCES, 2011, 181 (06) :1125-1137
[10]   Game-Theoretic Rough Sets [J].
Herbert, Joseph P. ;
Yao, JingTao .
FUNDAMENTA INFORMATICAE, 2011, 108 (3-4) :267-286