Production optimization with the maintenance of environmental sustainability based on multi-criteria decision analysis

被引:0
作者
Khan, Debdip [1 ]
Gupta, Ranjan Kumar [2 ]
机构
[1] Burdwan Raj Coll, Dept Business Adm, Burdwan, WB, India
[2] West Bengal State Univ, Dept Management & Mkt, Barasat, WB, India
关键词
Multiple criteria decision analysis; Multi-dimensional; Production theory; Value function; Environmental sustainability; Optimization; DATA ENVELOPMENT ANALYSIS; ECO-EFFICIENCY; DEA; PERFORMANCE; MCDM;
D O I
10.1007/s10668-023-03316-8
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Over the last few decades, researches related to the impact of production and industrial manufacturing on environmental sustainability, coupled with multi-dimensional multi-criteria decision analysis and performance evaluation has consistently gained importance. However, no significant work in which an effort to optimize the total production process with the consideration of the positive and negative impacts of each input and output on Environmental sustainability has been noticed. The main aim of our paper is to address this gap. In this paper, an effort has been made to develop a realistic optimization model wherein a manufacturing firm has been considered to function with several decision-making units taking into account the effects of factors like profit, employment generation, social development, environmental pollution and sustainability. The various inputs employed and outputs produced by the firm are responsible for having negative impacts on the environment, besides creative value generation. With due consideration to both these values instead of mere profit, the model determines and explores the firm's decision considering different objectives. The optimization problem has been solved by a GA developed by us and demonstrated with numerical examples. The solutions of the numerical examples point towards some interesting revelations and indicate some prospective future research directions which contributes to this field of research.
引用
收藏
页码:19425 / 19442
页数:18
相关论文
共 42 条
[1]   Blockchain Technology for Embracing Healthcare 4.0 [J].
Abbate, Stefano ;
Centobelli, Piera ;
Cerchione, Roberto ;
Oropallo, Eugenio ;
Riccio, Emanuela .
IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2023, 70 (08) :2998-3009
[2]   Measuring the efficiency of European education systems by combining Data Envelopment Analysis and Multiple-Criteria Evaluation [J].
Agasisti, Tommaso ;
Munda, Giuseppe ;
Hippe, Ralph .
JOURNAL OF PRODUCTIVITY ANALYSIS, 2019, 51 (2-3) :105-124
[3]  
Azapagic A., 1999, CLEAN PROD, V7, P135, DOI DOI 10.1016/S0959-6526(98)00051-1
[4]   Multi-criteria decision making approaches for green supply chains: a review [J].
Banasik, Aleksander ;
Bloemhof-Ruwaard, Jacqueline M. ;
Kanellopoulos, Argyris ;
Claassen, G. D. H. ;
van der Vorst, Jack G. A. J. .
FLEXIBLE SERVICES AND MANUFACTURING JOURNAL, 2018, 30 (03) :366-396
[5]  
Belton V, 1999, MATH MODEL-THEOR APP, V4, P87
[6]  
Belton V, 2010, INT SER OPER RES MAN, V142, P209, DOI 10.1007/978-1-4419-5904-1_8
[7]   Using DEA as a tool for MCDM: some remarks [J].
Bouyssou, D .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1999, 50 (09) :974-978
[8]   Slowing the fast fashion industry: An all-round perspective [J].
Centobelli, Piera ;
Abbate, Stefano ;
Nadeem, Simon Peter ;
Garza-Reyes, Jose Arturo .
CURRENT OPINION IN GREEN AND SUSTAINABLE CHEMISTRY, 2022, 38
[9]   Multiobjective data envelopment analysis [J].
Chen, Y-W ;
Larbani, M. ;
Chang, Y-P .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2009, 60 (11) :1556-1566
[10]   Data envelopment analysis: Prior to choosing a model [J].
Cook, Wade D. ;
Tone, Kaoru ;
Zhu, Joe .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2014, 44 :1-4