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Chorkaew Jaturanonda. Hybrid metaheuristics and linear programming for finite capacity MRP in multi-stage flexible flow shop with permutation and non-permutation scheduling options. (). King Mongkut's University of Technology North Bangkok. Central Library. : , 2018.
Hybrid metaheuristics and linear programming for finite capacity MRP in multi-stage flexible flow shop with permutation and non-permutation scheduling options
Name: Watchara Songserm
Organization :
King Mongkut's University of Technology North Bangkok. Faculty of Engineering
Name: Teeradej Wuttipornpun
Organization :
King Mongkut's University of Technology North Bangkok. Faculty of Engineering
Email :
teeradejw@kmutnb.ac.th
Name: Chorkaew Jaturanonda
Organization :
King Mongkuts University of Technology Thonburi. Faculty of Engineering
keyword:
Finite capacity MRP
LCSH:
LINEAR PROGRAMMING
LCSH:
PRODUCTION SCHEDULING
Abstract:
This paper presents a new algorithm for Finite Capacity MRP (FCMRP) in a multi-stage flexible flow shop. The proposed algorithm consists of four conventional metaheuristics namely, Genetic Algorithm (GA), Tabu Search (TS), Variable Neighborhood Search (VNS), and Simulated Annealing (SA) hybridized with Linear Programming (LP). The objective is to minimize the total cost, which is the sum of tardiness, earliness, and flow-time costs. There are two main steps of the proposed algorithm. Firstly, an efficient sequence of orders is generated by the proposed metaheuristics in a way that reduce the total cost. In this step, the required operations of the orders are scheduled based on two scheduling options called permutation and non-permutation. Secondly, the total cost is minimized by the LP model. The required parameters of the metaheuristics are tuned by using real data from automotive companies. The result shows that the proposed algorithm significantly outperforms the existing algorithm, and GA obtains the best total cost.
King Mongkut's University of Technology North Bangkok. Central Library
Address:
Bangkok
Email:
library@kmutnb.ac.th
Created:
2018
Modified:
2561-09-10
Issued:
2018-09-10
บทความ/Article
application/pdf
BibliograpyCitation :
INTERNATIONAL JOURNAL OF APPLIED SCIENCE AND TECHNOLOGY. vol. 11, no. 3 (July-Sept. 2018), p. 173-183
eng
ใช้เวลา
0.035575 วินาที
Watchara Songserm
| Title | Contributor | Type |
|---|---|---|
| Hybrid metaheuristics and linear programming for finite capacity MRP in multi-stage flexible flow shop with permutation and non-permutation scheduling options
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Watchara Songserm;Teeradej Wuttipornpun;Chorkaew Jaturanonda | บทความ/Article |
Teeradej Wuttipornpun
Chorkaew Jaturanonda
| Title | Contributor | Type |
|---|---|---|
| Hybrid metaheuristics and linear programming for finite capacity MRP in multi-stage flexible flow shop with permutation and non-permutation scheduling options
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Watchara Songserm;Teeradej Wuttipornpun;Chorkaew Jaturanonda | บทความ/Article | |
| An enhanced LRPT-FM heuristic for preemptive scheduling on uniform parallel machines to minimize tardiness and changeovers with optimal makespan
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Watcharapan Sukkerd;Teeradej Wuttipornpun;Chorkaew Jaturanonda;Kusol Pimapunsri;Naritsak Tuntitippawan;Sukanya Cherdchoongam | บทความ/Article |