scholarly journals Multi-objective data envelopment analysis: A game of multiple attribute decision-making

2019 ◽  
Vol 37 ◽  
pp. 156-177
Author(s):  
Yuh Wen Chen ◽  
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◽  
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Keyword(s):  
Decision Making ◽  
Data Envelopment Analysis ◽  
Multiple Attribute Decision Making ◽  
Data Envelopment ◽  
Objective Data ◽  
Multi Objective ◽  
Multiple Attribute

Multi-Objective Optimization Design of Steel Frames Based on Multiple Attribute Decision-Making Method

2013 ◽  
Vol 368-370 ◽  
pp. 830-837
Author(s):  
Mao Qiao Cui ◽  
Hai Yan Huang ◽  
Fu Lai Wang ◽  
Yong Qiu
Keyword(s):  
Decision Making ◽  
Optimization Design ◽  
Intuitionistic Fuzzy Set ◽  
Optimal Solution ◽  
Multiple Attribute Decision Making ◽  
Optimization Strategy ◽  
Multi Objective Optimization ◽  
Multi Objective ◽  
Multiple Attribute ◽  
High Level

This paper describes in detail a multi-objective optimization strategy and decision-making method in the process of steel frame optimization design. A step-by-step analysis process integrating optimization algorithm and model analysis is proposed to solve the present problem. A multi-objective algorithm method using fast Non-dominated Sorting Genetic Algorithm is employed to obtain the Pareto-optimal solution set through an evolutionary optimization process. A high-level multiple attribute decision-making method based on intuitionistic fuzzy set theory is adopted to rank these solutions from the best to worst, and to determine the best solution. An example is used to demonstrate the proposed optimization model and decision-making method.

scholarly journals Multi-Objective and Multi-Attribute Optimization for Sustainable Development Decision Aiding

2019 ◽  
Vol 11 (11) ◽  
pp. 3069 ◽  
Author(s):  
Edmundas Kazimieras Zavadskas ◽  
Jurgita Antucheviciene ◽  
Samarjit Kar
Keyword(s):  
Decision Making ◽  
Sustainable Development ◽  
Multiple Attribute Decision Making ◽  
Infrastructure Development ◽  
Uncertain Environments ◽  
Research Papers ◽  
Organization Management ◽  
Multi Objective ◽  
Decision Aiding ◽  
Multiple Attribute

Optimization is considered as a decision-making process to get the most out of available resources for the best attainable results. Many real-world problems are multi-objective or multi-attribute problems that naturally involve several competing objectives that are required to be optimized simultaneously, while respecting some constraints or selecting among feasible discrete alternatives. In this Special Issue, 19 research papers co-authored by 88 researchers from 14 different countries explore aspects of multi-objective or multi-attribute modelling and optimization in crisp or uncertain environments by suggesting multiple-attribute decision-making (MADM) and multi-objective decision-making (MODM) approaches. The papers elaborate the approaches on the state-of-the-art case studies in selected areas of applications related to sustainable development decision aiding in engineering and management, including construction, transportation, infrastructure development, production, and organization management.

scholarly journals Shapley value-based multi-objective data envelopment analysis application for assessing academic efficiency of university departments

2018 ◽  
Vol 14 (4) ◽  
pp. 733-746
Author(s):  
Stephen Lloyd N. Abing ◽  
Mercie Grace L. Barton ◽  
Michael Gerard M. Dumdum ◽  
Miriam F. Bongo ◽  
Lanndon A. Ocampo
Keyword(s):  
Data Envelopment Analysis ◽  
Shapley Value ◽  
Data Envelopment ◽  
Objective Data ◽  
Multi Objective ◽  
University Departments ◽  
Analysis Application
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