Multi-objective solid transportation-location problem with variable carbon emission in inventory management: a hybrid approach

被引:92
作者
Das, Soumen Kumar [1 ]
Pervin, Magfura [1 ]
Roy, Sankar Kumar [1 ]
Weber, Gerhard Wilhelm [2 ,3 ]
机构
[1] Vidyasagar Univ, Dept Appl Math Oceanol & Comp Programming, Midnapore 721102, W Bengal, India
[2] Poznan Univ Tech, Fac Engn Management, Ul Strzelecka 11, PL-60965 Poznan, Poland
[3] Middle East Tech Univ, Inst Appl Math, TR-06800 Ankara, Turkey
关键词
Facility location problem; Solid transportation problem; Inventory management; Variable carbon emission; Hybrid approach; Multi-objective decision making; SUPPLY CHAIN NETWORK; FACILITY LOCATION; OPTIMIZATION; MODEL;
D O I
10.1007/s10479-020-03809-z
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
The most important strategic issue for several industries is where to find facilities so as to discover a transportation path for optimizing the objectives at the same time. This paper acquaints a streamlining model with incorporate the facility location problem, solid transportation problem, and inventory management under multi-objective environment. The aims of the stated formulation are multi-fold: (i) to seek the optimum locations for potential facilities in Euclidean plane; (ii) to find the amount of distributed commodities; and (iii) to reduce the overall transportation cost, transportation time, and inventory cost along with the carbon emission cost. Here, variable carbon emission cost is taken into consideration because of the variable locations of facilities and the amount of distributed products. After that, a new hybrid approach is introduced dependent on an alternating locate-allocate heuristic and the intuitionistic fuzzy programming to get the Pareto-optimal solution of the proposed formulation. In fact, the performances of our findings are discussed with two numerical examples. Sensitivity analysis is executed to check the resiliency of the parameters. Ultimately, managerial insights, conclusions and avenues of future studies are offered at the end of this study.
引用
收藏
页码:283 / 309
页数:27
相关论文
共 48 条
[11]   Effect of variable carbon emission in a multi-objective transportation-p-facility location problem under neutrosophic environment [J].
Das, Soumen Kumar ;
Roy, Sankar Kumar .
COMPUTERS & INDUSTRIAL ENGINEERING, 2019, 132 :311-324
[12]   A location-inventory supply chain problem: Reformulation and piecewise linearization [J].
Diabat, Ali ;
Theodorou, Effrosyni .
COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 90 :381-389
[13]   Green supply chain network design to reduce carbon emissions [J].
Elhedhli, Samir ;
Merrick, Ryan .
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2012, 17 (05) :370-379
[14]   Location-inventory problem in supply chains: a modelling review [J].
Farahani, Reza Zanjirani ;
Bajgan, Hannaneh Rashidi ;
Fahimnia, Behnam ;
Kaviani, Mohamadreza .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2015, 53 (12) :3769-3788
[15]   Multiple criteria facility location problems: A survey [J].
Farahani, Reza Zanjirani ;
SteadieSeifi, Maryam ;
Asgari, Nasrin .
APPLIED MATHEMATICAL MODELLING, 2010, 34 (07) :1689-1709
[16]   A bi-objective approach to discrete cost-bottleneck location problems [J].
Gadegaard, Sune Lauth ;
Klose, Andreas ;
Nielsen, Lars Relund .
ANNALS OF OPERATIONS RESEARCH, 2018, 267 (1-2) :179-201
[17]   A multi-objective invasive weed optimization algorithm for robust aggregate production planning under uncertain seasonal demand [J].
Goli, Alireza ;
Tirkolaee, Erfan Babaee ;
Malmir, Behnam ;
Bian, Gui-Bin ;
Sangaiah, Arun Kumar .
COMPUTING, 2019, 101 (06) :499-529
[19]   THE SOLID TRANSPORTATION PROBLEM [J].
HALEY, KB .
OPERATIONS RESEARCH, 1962, 10 (04) :448-463
[20]   A hybrid multi-objective approach to capacitated facility location with flexible store allocation for green logistics modeling [J].
Harris, Irina ;
Mumford, Christine L. ;
Naim, Mohamed M. .
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2014, 66 :1-22