Artikel
Multi-objective design of fuzzy logic controller in supply chain
Unlike commonly used methods, in this paper, we have introduced a new approach for designing fuzzy controllers. In this approach, we have simultaneously optimized both objective functions of a supply chain over a two-dimensional space. Then, we have obtained a spectrum of optimized points, each of which represents a set of optimal parameters which can be chosen by the manager according to the importance of objective functions. Our used supply chain model is a member of inventory and order-based production control system family, a generalization of the periodic review which is termed 'Order-Up-To policy.' An auto rule maker, based on non-dominated sorting genetic algorithm-II, has been applied to the experimental initial fuzzy rules. According to performance measurement, our results indicate the efficiency of the proposed approach.
- Language
-
Englisch
- Bibliographic citation
-
Journal: Journal of Industrial Engineering International ; ISSN: 2251-712X ; Volume: 8 ; Year: 2012 ; Pages: 1-8 ; Heidelberg: Springer
- Classification
-
Management
- Subject
-
supply chain
fuzzy logic controller
multi-objective optimization
- Event
-
Geistige Schöpfung
- (who)
-
Ghane, Mahdi
Tarokh, Mohammad
- Event
-
Veröffentlichung
- (who)
-
Springer
- (where)
-
Heidelberg
- (when)
-
2012
- DOI
-
doi:10.1186/2251-712X-8-10
- Handle
- Last update
-
10.03.2025, 11:42 AM CET
Data provider
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
Object type
- Artikel
Associated
- Ghane, Mahdi
- Tarokh, Mohammad
- Springer
Time of origin
- 2012
Other Objects (12)
Simulation-Based Multi-Objective Optimization of a Fuzzy Controller for Semi-Active Suspension
High-speed analog fuzzy logic controller
Subjective Versus Objective Economic Measures. A fuzzy logic exercise
Multi-objective memetic algorithms
Compositional Multi-objective Parameter Tuning
Prioritized Multi-Objective Robot Control
Fuzzy Logic
Optimization and control of water pumping PV systems using fuzzy logic controller
Improved DTC strategy of doubly fed induction motor using fuzzy logic controller
An interactive weighted fuzzy goal programming technique to solve multi-objective reliability optimization problem
Tuning of a PID controller using a multi-objective optimization technique applied to a neutralization plant
Fuzzy sets and fuzzy logic
Simulation-Based Multi-Objective Optimization of a Fuzzy Controller for Semi-Active Suspension
High-speed analog fuzzy logic controller
Subjective Versus Objective Economic Measures. A fuzzy logic exercise
Multi-objective memetic algorithms
Compositional Multi-objective Parameter Tuning
Prioritized Multi-Objective Robot Control
Fuzzy Logic
Optimization and control of water pumping PV systems using fuzzy logic controller
Improved DTC strategy of doubly fed induction motor using fuzzy logic controller
An interactive weighted fuzzy goal programming technique to solve multi-objective reliability optimization problem
Tuning of a PID controller using a multi-objective optimization technique applied to a neutralization plant
Fuzzy sets and fuzzy logic
Simulation-Based Multi-Objective Optimization of a Fuzzy Controller for Semi-Active Suspension
High-speed analog fuzzy logic controller
Subjective Versus Objective Economic Measures. A fuzzy logic exercise
Multi-objective memetic algorithms
Compositional Multi-objective Parameter Tuning
Prioritized Multi-Objective Robot Control
Fuzzy Logic
Optimization and control of water pumping PV systems using fuzzy logic controller
Improved DTC strategy of doubly fed induction motor using fuzzy logic controller
An interactive weighted fuzzy goal programming technique to solve multi-objective reliability optimization problem
Tuning of a PID controller using a multi-objective optimization technique applied to a neutralization plant