Application of two-phase fuzzy optimization approach to multiproduct multistage integrated production planning with linguistic preference under uncertainty
type: Item
instance of: scholarly article
title: Application of two-phase fuzzy optimization approach to multiproduct multistage integrated production planning with linguistic preference under uncertainty
zbMATH Open document ID: 1394.90251
DOI: 10.1155/2015/780830
author: Shan Lu
author: Lian Xiao
author: Hongye Su
author: L. Zhu
published in: Mathematical Problems in Engineering
publication date: 2018-08-27T00:00:00Z
review text: Summary: This paper tackles the challenges for a production planning problem with linguistic preference on the objectives in an uncertain multiproduct multistage manufacturing environment. The uncertain sources are modelled by fuzzy sets and involve those induced by both the epistemic factors of process and external factors from customers and suppliers. A fuzzy multiobjective mixed integer programming model with different objective priorities is proposed to address the problem which attempts to simultaneously minimize the relevant operations cost and maximize the average safety stock holding level and the average service level. The epistemic and external uncertainty is simultaneously considered and formulated as flexible constraints. By defining the priority levels, a two-phase fuzzy optimization approach is used to manage the preference extent and convert the original model into an auxiliary crisp one. Then a novel interactive solution approach is proposed to solve this problem. An industrial case originating from a steel rolling plant is applied to implement the proposed approach. The numerical results demonstrate the efficiency and feasibility to handle the linguistic preference and provide a compromised solution in an uncertain environment.
Mathematics Subject Classification ID: 90B30
Mathematics Subject Classification ID: 90C70
zbMATH DE Number: 6927195
Wikidata QID: Q59119851
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1155/2015/780830
OpenAlex ID: W2143664440
cites work: Modeling industrial lot sizing problems: a review
cites work: Age-dependent production planning and maintenance strategies in unreliable manufacturing systems with lost sale
cites work: Dynamic capacitated lot sizing with random demand and dynamic safety stocks
cites work: Fuzzy optimization for supply chain planning under supply, demand and process uncertainties
cites work: A stochastic programming approach for supply chain network design under uncertainty
cites work: Introduction to Stochastic Programming
cites work: A stochastic linear programming approach to hierarchical production planning
cites work: Short-term hydropower production planning by stochastic programming
cites work: A multi-stage stochastic programming approach for production planning with uncertainty in the quality of raw materials and demand
cites work: Possibilistic linear programming: A brief review of fuzzy mathematical programming and a comparison with stochastic programming in portfolio selection problem
cites work: Decision-Making in a Fuzzy Environment
cites work: Fuzzy programming and linear programming with several objective functions
cites work: MRP with flexible constraints: a fuzzy mathematical programming approach
cites work: An interactive possibilistic programming approach for multiple objective supply chain master planning
cites work: Fuzzy hierarchical production planning (with a case study)
cites work: Fuzzy-genetic approach to aggregate production-distribution planning in supply chain management
cites work: Modeling fuzzy multi-period production planning and sourcing problem with credibility service levels
cites work: Multi-period mixed production planning with uncertain demands: fuzzy and interval fuzzy sets approach
cites work: Integrated markdown pricing and aggregate production planning in a two echelon supply chain: a hybrid fuzzy multiple objective approach
cites work: Fuzzy goal programming - an additive model
cites work: A weighted max-min model for fuzzy goal programming.
cites work: Priority structure in fuzzy goal programming
cites work: Fuzzy goal programming with different importance and priorities
cites work: An integrated aggregate and detailed planning in a multi-site production environment using linear programming
cites work: A membership function approach for aggregate production planning problems in fuzzy environments
cites work: Optimal pricing and lot-sizing under conditions of perishability, finite production and partial backordering and lost sale
cites work: A fuzzy linear programming based approach for tactical supply chain planning in an uncertainty environment
cites work: Fuzzy linear programming and applications
cites work: Application of fuzzy sets to manufacturing/distribution planning decisions in supply chains
cites work: Fuzzy linear programming problems with fuzzy numbers
cites work: A practical approach to fuzzy utilities comparison in fuzzy multicriteria analysis
cites work: A review of some methods for ranking fuzzy subsets
cites work: Inequality relation between fuzzy numbers and its use in fuzzy optimization
cites work: A fuzzy goal programming approach to multi-objective optimization problem with priorities
description: scientific article; zbMATH DE number 6927195