Fuzzy multi-objective procurement/production planning decision problems for recoverable manufacturing systems

•Fuzzy multi-objective linear programming model.•Procurement/production planning decision.•Recoverable manufacturing systems. In actual lot-sizing production-to-order problems for recoverable remanufacturing systems, input data or parameters are often imprecise or fuzzy. This study develops a novel...

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Published in:Journal of manufacturing systems Vol. 37; pp. 396 - 408
Main Authors: Su, Tai-Sheng, Lin, Yu-Fan
Format: Journal Article
Language:English
Published: Elsevier Ltd 01.10.2015
Subjects:
Fuzzy multi-objective linear programming
Lot-sizing
Procurement/production planning
Recoverable remanufacturing systems
Procurement/production planning
Lot-sizing
Recoverable remanufacturing systems
Fuzzy multi-objective linear programming
ISSN:0278-6125, 1878-6642
Online Access:Get full text
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Abstract •Fuzzy multi-objective linear programming model.•Procurement/production planning decision.•Recoverable manufacturing systems. In actual lot-sizing production-to-order problems for recoverable remanufacturing systems, input data or parameters are often imprecise or fuzzy. This study develops a novel fuzzy multi-objective linear programming (FMOLP) model with a piecewise linear membership function to solve integrated, procurement/production, planning decision problems with fuzzy environments and deal with multi-component, multi-vendor, multi-source and multi-machines under recoverable remanufacturing systems. The initial FMOLP model developed in this study attempts to simultaneously minimize total costs and total lead times in relation to supplier capacity, lead time, lot release, machine yield and customer demand. The proposed FMOLP model provides a systematic framework that facilitates a fuzzy decision-making process, enabling a decision maker to interactively adjust search direction during the solution procedure to obtain the preferred satisfactory solution. To test the model's adequacy, an actual implementation of several scenarios was conducted using remanufacturing production systems. The analytical results presented in this study can help decision managers better understand systematic analysis and the potential for improving cost-effectiveness and lead time in terms of recoverable remanufacturing planning.
AbstractList •Fuzzy multi-objective linear programming model.•Procurement/production planning decision.•Recoverable manufacturing systems. In actual lot-sizing production-to-order problems for recoverable remanufacturing systems, input data or parameters are often imprecise or fuzzy. This study develops a novel fuzzy multi-objective linear programming (FMOLP) model with a piecewise linear membership function to solve integrated, procurement/production, planning decision problems with fuzzy environments and deal with multi-component, multi-vendor, multi-source and multi-machines under recoverable remanufacturing systems. The initial FMOLP model developed in this study attempts to simultaneously minimize total costs and total lead times in relation to supplier capacity, lead time, lot release, machine yield and customer demand. The proposed FMOLP model provides a systematic framework that facilitates a fuzzy decision-making process, enabling a decision maker to interactively adjust search direction during the solution procedure to obtain the preferred satisfactory solution. To test the model's adequacy, an actual implementation of several scenarios was conducted using remanufacturing production systems. The analytical results presented in this study can help decision managers better understand systematic analysis and the potential for improving cost-effectiveness and lead time in terms of recoverable remanufacturing planning.
Author Su, Tai-Sheng
Lin, Yu-Fan
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Keywords Procurement/production planning
Lot-sizing
Recoverable remanufacturing systems
Fuzzy multi-objective linear programming
Language English
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Snippet •Fuzzy multi-objective linear programming model.•Procurement/production planning decision.•Recoverable manufacturing systems. In actual lot-sizing...
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SubjectTerms Fuzzy multi-objective linear programming
Lot-sizing
Procurement/production planning
Recoverable remanufacturing systems
Title Fuzzy multi-objective procurement/production planning decision problems for recoverable manufacturing systems
URI https://dx.doi.org/10.1016/j.jmsy.2014.07.007
Volume 37
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