A multi-criteria decision making model for the optimal planning of municipal solid waste under uncertainty

Q4 Business, Management and Accounting International Journal of Multicriteria Decision Making Pub Date : 2019-01-01 DOI:10.1504/ijmcdm.2019.10028656
Syed Mohd Muneeb, Zainab Asim, A. Adhami
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引用次数: 4

Abstract

This paper presents a decision making model to effectively allocate the flow of waste under the restrictions of transportation, inventory holdings, waste treatment and disposal operations. The model considers the objectives of minimising total cost and delivery time as well as maximising the revenue generated from the waste treatment. To handle the uncertainties waste generation rates are considered as normal random variables. Weighted fuzzy programming is used to generate the compromise solutions. To illustrate and justify the applicability and efficiency of proposed model, a numerical illustration is also provided. Finally, different set of solutions are also obtained based on varying weights or preferences assigned to different objective functions. The proposed network involves all of the links included in a waste management system from the waste generators to the disposals and therefore is highly useful for decision makers to increase the efficiency of the existing waste management systems. On the practical concern, the proposed model also provides an avenue to explore the decision making when different priorities are taken into consideration for different objectives. The model could be advanced further by considering stochastic or fuzzy uncertainties and incorporating multi-level, multi-waste concepts.
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不确定条件下城市生活垃圾最优规划的多准则决策模型
本文提出了在运输、库存、废物处理和处置操作的限制下,有效分配废物流的决策模型。该模型考虑的目标是最小化总成本和交货时间,以及最大化从废物处理中产生的收入。为了处理不确定性,废物产生率被视为正态随机变量。采用加权模糊规划生成折中解。为了说明和证明所提出模型的适用性和有效性,还提供了一个数值实例。最后,对不同的目标函数赋予不同的权重或偏好,得到不同的解集。拟议的网络涉及废物管理系统中从废物产生者到废物处置者的所有环节,因此对决策者提高现有废物管理系统的效率非常有用。在实践层面,本文提出的模型也为探讨针对不同目标考虑不同优先级时的决策提供了途径。该模型可以通过考虑随机或模糊不确定性,并纳入多层次、多废物的概念来进一步改进。
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来源期刊
International Journal of Multicriteria Decision Making
International Journal of Multicriteria Decision Making Business, Management and Accounting-Strategy and Management
CiteScore
0.70
自引率
0.00%
发文量
9
期刊介绍: IJMCDM is a scholarly journal that publishes high quality research contributing to the theory and practice of decision making in ill-structured problems involving multiple criteria, goals and objectives. The journal publishes papers concerning all aspects of multicriteria decision making (MCDM), including theoretical studies, empirical investigations, comparisons and real-world applications. Papers exploring the connections with other disciplines in operations research and management science are particularly welcome. Topics covered include: -Artificial intelligence, evolutionary computation, soft computing in MCDM -Conjoint/performance measurement -Decision making under uncertainty -Disaggregation analysis, preference learning/elicitation -Group decision making, multicriteria games -Multi-attribute utility/value theory -Multi-criteria decision support systems and knowledge-based systems -Multi-objective mathematical programming -Outranking relations theory -Preference modelling -Problem structuring with multiple criteria -Risk analysis/modelling, sensitivity/robustness analysis -Social choice models -Theoretical foundations of MCDM, rough set theory -Innovative applied research in relevant fields
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