An evidential game theory framework in multi-criteria decision making process

Deng, Xinyang; Zheng, Xiaokun; Su, Xiaoyan; Chan, Felix T. S.; Hu, Yong; Sadiq, Rehan; Deng, Yong

doi:10.1016/j.amc.2014.07.065

Cited by 38 publications

(33 citation statements)

References 66 publications

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“…Al-Dhanhani, Mizouni, Otrok, and Al-Rubaie (2014) model to handle the free riding behavior in educational social application using game theory. Deng et al (2014) proposed an evidential game theory framework to address the multi-criteria decision making process in the competitive environment. These applications to game models give a new perspective to study decision making problems.…”

Section: Introductionmentioning

confidence: 99%

Group decision making with fuzzy linguistic preference relations via cooperative games method

Tao

Liu

Chen

2015

Computers & Industrial Engineering

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Section: Introductionmentioning

confidence: 99%

Group decision making with fuzzy linguistic preference relations via cooperative games method

Tao

Liu

Chen

2015

Computers & Industrial Engineering

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“…DM summarizes the investment information in four criteria: (1) 1 G stands for the risk analysis; (2) 2 G denotes the growth analysis; (3) 3 G indicates the sociopolitical impact analysis; and (4) 4 G represents the environmental impact analysis. DM uses these four criteria to evaluate the five possible alternatives using the interval-valued intuitionistic fuzzy information (see , Table 1).…”

Section: Numerical Examplementioning

confidence: 99%

“…Multi-criteria decision-making (MCDM) is an important component of modern decision-making science, and has been extensively used in economics, management, engineering, military, and society, among others [1][2][3][4][5]. Due to the complexity and uncertainty of the decision-making environment, many researchers have focused on the intuitionistic fuzzy set (IFS) [6], which is substantially useful in dealing with vagueness.…”

Section: Introductionmentioning

confidence: 99%

A New Prospect Projection Multi-Criteria Decision-Making Method for Interval-Valued Intuitionistic Fuzzy Numbers

Gao

Liu

2016

Information

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Abstract:To depict the influence of decision makers' risk psychology on the interval-valued intuitionistic fuzzy multi-criteria decision-making process, this paper proposes a new method based on prospect theory. Considering the risk attitude of the decision maker, we transform interval-valued intuitionistic fuzzy numbers into real numbers via a prospect value function and consequently derive the prospect decision matrices. Regarding the criteria weights that are incompletely known or completely unknown, a new nonlinear optimization model is developed to determine the criteria weights by considering the subjective and objective factors. Furthermore, we calculate the prospect projection of each alternative for the ideal solution and rank all the alternatives according to the prospect projection values. Finally, an example is provided to illustrate the application of the developed approach.

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“…Consequently, a comprehensive framework for considering GSD teams' knowledge, team, technology, and organization factors for assessing KT effectiveness in GSD projects has not been reported in the literature. Moreover, the number of studies [8,13,14,16] has adopted IFNs for multi-criteria decision making (MCDM) problems. In addition, fuzzy group decision making based on IFNs for evaluating KT effectiveness in GSD projects has been very limited in the literature.…”

Section: Introductionmentioning

confidence: 99%

A fuzzy DEMATEL approach based on intuitionistic fuzzy information for evaluating knowledge transfer effectiveness in GSD projects

Sangaiah

Gao

Ramachandran

et al. 2015

IJICA

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The offshore/onsite teams' effectiveness of knowledge transfer is significantly measured by a various kinds of factors. In this paper, we propose a Knowledge Transfer (KT) assessment framework which is integrates four criterions: knowledge, team, technology, and organization factors to evaluate KT effectiveness of GSD teams. In this context, we presents fuzzy DEMATEL approach for assessing GSD teams KT effectiveness based on intuitionistic fuzzy numbers (IFNs). In this approach, decision makers provided their subjective judgments on the criteria, characterized on the basis of intuitionistic fuzzy sets. Moreover, intuitionistic fuzzy sets are used in the fuzzy DEMATEL approach can be effectively assessing the KT effectiveness criteria, rank the alternatives. Subsequently, the complete process is illustrated with GSD teams' KT evaluation criteria samples, the factors are ranked using fuzzy linguistic variables which are mapped to IFNs. In that case, IFNs has been converted into their corresponding basic probability assignments (BPAs) and then Dempster-Shafer theory is used to combine the group decision making process. Besides, illustrate applicability and usefulness of proposed approach in group decision making process for evaluation of multiple criteria's under fuzzy environment has been tested by software professionals at Inowits software organization in India.

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An evidential game theory framework in multi-criteria decision making process

Cited by 38 publications

References 66 publications

Group decision making with fuzzy linguistic preference relations via cooperative games method

Group decision making with fuzzy linguistic preference relations via cooperative games method

A New Prospect Projection Multi-Criteria Decision-Making Method for Interval-Valued Intuitionistic Fuzzy Numbers

A fuzzy DEMATEL approach based on intuitionistic fuzzy information for evaluating knowledge transfer effectiveness in GSD projects

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