Journal Article

·2019

A novel integrated MCDM approach: An application for selection of the optimal Fiber optical access network strategy

Şükran Şeker YTU

Journal of Intelligent & Fuzzy Systems

Abstract

Multiple Criteria Decision Making (MCDM) methods have been widely used in literature with different extensions to handle uncertain information for years. The aim of this study is to propose an improved Complex Proportional Assessment (COPRAS) approach by integrating Interval-Valued Pythagorean Fuzzy Set (IVPFS) which is the extension of interval-valued intuitionistic fuzzy set (IVIFS) to deal with MCDM problems in the uncertain environment. It is evident from the previous studies in the literature, extension version of COPRAS method with IVPFSs is first proposed. In order to illustrate the applicability and accuracy of the proposed approach, a real-world application of selecting the optimal fiber optical access network strategy for Arnavutkoy district in Istanbul is presented. Sensitivity analysis is applied to examine the robustness of the proposed method. A comparative analysis of the proposed method with other existing methods is also conducted.

Keywords

Multiple-criteria decision analysis Computer science Robustness (evolution) Extension (predicate logic) Interval (graph theory) Fuzzy logic Mathematical optimization Set (abstract data type) Selection (genetic algorithm) Data mining Algorithm Artificial intelligence Mathematics

Subject Areas

Multi-Criteria Decision Making ·Management Science and Operations Research ·Social Sciences
Optimization and Mathematical Programming ·Control and Systems Engineering ·Physical Sciences
Soil and Land Suitability Analysis ·Management, Monitoring, Policy and Law ·Physical Sciences

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