METHODS OF FUZZY MULTICRITERIA GROUP DECISION-MAKING FOR EVACUATION TASKS IN EMERGENCY SITUATIONS
نویسندگان
چکیده
The purpose of this article is to analyze the current state research in field fuzzymulticriteria optimization methods, as well development aggregation operators and algorithmsusing fuzzy multicriteria group decision-making using an intuitionistic attitude linguisticpreferences. most well-known methods are presented:ELECTRE, PROMETHEE, VIKOR, TOPSIS, AHP, ANP, MACBETH, DEMATEL, Shoke integraland DEA, their features, applications cited articles considered. Most real optimizationproblems may have conflicting goals. method multi-purpose decision-makingFMODM also presented for situations where there inaccuracies uncertainty somegoals variables on which they depend; linear programmingFMOLP, multi-objective target programming FMOGP heuristic decision-makingmethods. problem during evacuation with anintuitive relation linguistic preferences It noted that logic areparticularly suitable making decisions when little data, knowledge ofcause-and-effect relationships inaccurate, observations criteria can be expressed inlinguistic qualitative terms. main stages best decision among alternativesin a environment presented: combining expert assessments; obtaining final assessmentfor each alternative represented by variable; ranking alternatives; themost preferred decision. An approach intuitive preference relationshipbased procedures proposed. model andthe concept used predicting emergency situationand planning orderedweighted averaging OWA, LOWA do not take into account weights experts. Low operatoris defined, allows taking weight values experts, approachto determining solution aFCS type 2 set. Algorithms determininga based
منابع مشابه
An extended hesitant group decision-making technique based on the prospect theory for emergency situations
Throughout the present manuscript, we are going to introduce a novel group emergency decision-making technique in which the application of prospect theory explains the psychological behaviour of the decision maker who is affected by the hesitancy and uncertainty of cognition in decision making problems.\Instead of usual aggregation procedure, we implement here a new fusion technique that ...
متن کاملFuzzy Systems for Multicriteria Decision Making
One of the techniques used to support decisions in uncertain environments is the Fuzzy TOPSIS method. However, from crisp data, this method considers only one fuzzy set in their analysis, besides being a strictly mathematical optimization technique. This article proposes extensions to the original Fuzzy TOPSIS, exploring two distinct versions: to increase the method with the necessary resources...
متن کاملExtensions of ELECTRE-I and TOPSIS methods for group decision-making under complex Pythagorean fuzzy environment
Multi-criteria group decision-making is a process in which decision makers assess the performance of alternatives on the basis of conflicting criteria to opt the most worthy alternative as solution. TOPSIS and ELECTRE are effective and commonly used methods to solve multiple criteria decision-making problems. The aim of this study is to propose two new models, namely, complex Pythagorean fuzzy ...
متن کاملSupporting decision making in combinatorially explosive multicriteria situations
Several real-world problems, including distributed system design and product design among others, are characterized by combinatorially explosive solution spaces as well as multiple, conflicting criteria. Strategies for finding near-optimal solutions, developed for combinatorial problems, are not applicable in such situations, which require a balance between extensive computation and continual i...
متن کاملINFORMATION MEASURES BASED TOPSIS METHOD FOR MULTICRITERIA DECISION MAKING PROBLEM IN INTUITIONISTIC FUZZY ENVIRONMENT
In the fuzzy set theory, information measures play a paramount role in several areas such as decision making, pattern recognition etc. In this paper, similarity measure based on cosine function and entropy measures based on logarithmic function for IFSs are proposed. Comparisons of proposed similarity and entropy measures with the existing ones are listed. Numerical results limpidly betoken th...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Izvestiâ ÛFU
سال: 2023
ISSN: ['1999-9429', '2311-3103']
DOI: https://doi.org/10.18522/2311-3103-2023-2-186-200