Fuzzy multiple criteria decision making: Recent developments

Carlsson, Christer; Fuller, Robert C.

doi:10.1016/0165-0114(95)00165-4

Cited by 413 publications

(147 citation statements)

References 93 publications

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“…Many different MCDA approaches are presented and categorised in (Belton and Stewart, 2003;Carlsson and Fullér, 1996;Chen et al, 1992;Kahraman, 2008;Triantaphyllou, 2000). Instead of focusing of separate MCDA methods, we will first look at the major families of MCDA methods.…”

Section: Choice Of Mcda Approachmentioning

confidence: 99%

Multiple Criteria Decision Methods in Informatics Olympiads

SKŪPIENĖ¹

2015

IOI

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Abstract. Multiple Criteria Decision Making (MCDM) is applied in a variety of areas, including education. Informatics Olympiads, problem solving contests for high school students, is the area where MCDM methods can also be applied. The case of the Lithuanian Informatics Olympiad is analysed in this paper. There are several aspects occuring while maintaining the contest that requires decision making. The work of each contestant is evaluated in terms of several criteria, where each criterion is measured according to its own scale (but the same scale for each contestant). Several jury members are involved in the evaluation. Thus we get a problem: how to calculate the aggregated score for whole submission in the above mentioned situation. Another similar problem is making decision on national team selection for other international contests where each candidate is evaluated in terms of several criteria. The chosen methodology for solving this problem is multiple criteria decision analysis (MCDA). The outcome of this paper is the score aggregation method proposed to be applied in LitIO developed using MCDA approaches.

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Section: Choice Of Mcda Approachmentioning

confidence: 99%

Multiple Criteria Decision Methods in Informatics Olympiads

SKŪPIENĖ¹

2015

IOI

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“…In fact, the total goal is to select an alternative with the best tradeoff between all goals. To evaluate the concepts like dominance, similarity, and contrast between different alternatives, some criteria can be defined [6]. The fuzzy set theory has been used widely in decision making problems.…”

Section: Proposed Dpm Systemmentioning

confidence: 99%

Dynamic power management with fuzzy decision support system

Samadi

Afzali-Kusha

2008

IEICE Electron. Express

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Abstract:In this paper, we propose a new dynamic power management (DPM) system based on fuzzy decision support system. Different dynamic power management policies may be implemented in the system. Based on the system requirements for each application class, one of the policies may be selected automatically. The approach, which is not dependent on the system under management, can be utilized in different systems. To show the efficacy of the fuzzy decision support system, we have compared its performance with fixed DPM policy systems. The results show that considerable improvements may be achieved in this approach compared to those systems with one DPM policy.

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“…A review and comparison of many of these methods can be found in [2], [4], [5] and [6]. Abdullah [7] presents a brief review of category in fuzzy multi criteria decision making and describes some of its earliest and recent applications.…”

Section: Introductionmentioning

confidence: 99%

Fuzzy Multicriteria Decision-Making: A Literature Review

Kahraman¹,

Onar²,

Öztayşi³

2015

IJCIS

440

194

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Multicriteria decision-making (MCDM) refers to making decisions in the presence of multiple and usually conflicting criteria. Fuzzy decision-making is used where vague and incomplete data exist for the solution. Fuzzy multicriteria decision-making is one of the most popular problems handled by the researchers in the literature. In this paper, we survey the latest status of fuzzy multicriteria decision-making methods and classify these methods dividing into two parts: fuzzy multiattribute decision-making (MADM) and fuzzy multiobjective decision-making (MODM). Most of the publications are on fuzzy MADM since there are a plenty of classical multiattribute decision-making methods in the literature. Tabular and graphical illustrations for each method are given.

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Fuzzy multiple criteria decision making: Recent developments

Cited by 413 publications

References 93 publications

Multiple Criteria Decision Methods in Informatics Olympiads

Multiple Criteria Decision Methods in Informatics Olympiads

Dynamic power management with fuzzy decision support system

Fuzzy Multicriteria Decision-Making: A Literature Review

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