THREE METAHEURISTIC ALGORITHMS FOR SOLVING THE MULTI-ITEM CAPACITATED LOT-SIZING PROBLEM WITH PRODUCT RETURNS AND REMANUFACTURING

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

MEHDIZADEH ESMAEIL; FATEHI KIVI AMIR

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING) Year:2014 | Volume:8 | Issue:3 (16) Page(s): 41-53

Download Full-Text

View:

344

Download:

119

Cites:

Information Journal Paper

Title

THREE METAHEURISTIC ALGORITHMS FOR SOLVING THE MULTI-ITEM CAPACITATED LOT-SIZING PROBLEM WITH PRODUCT RETURNS AND REMANUFACTURING

Author(s)

MEHDIZADEH ESMAEIL | FATEHI KIVI AMIR | Issue Writer Certificate

Keywords

CLOSED-LOOP SUPPLY CHAIN

LOT-SIZING

SAFETY STOCKS

VIBRATION DAMPING

HARMONY SEARCH

Abstract

This paper proposes a new mixed integer programming model for multi-item capacitated LOT-SIZING problem with setup times, safety stock and demand shortages in CLOSED-LOOP SUPPLY CHAINs. The returned products from customers can either be disposed or be remanufactured to be sold as new ones again. Due to the complexity of problem, three meta-heuristics algorithms named simulated annealing (SA) algorithm, VIBRATION DAMPING optimization (VDO) algorithm and HARMONY SEARCH (HS) algorithm have been used to solve this model. Additionally, Taguchi method is conducted to calibrate the parameter of the meta-heuristics and select the optimal levels of the algorithm’s performance influential factors. To verify and validate the efficiency of the proposed algorithms in terms of solution quality, the obtained results were compared with those obtained from Lingo 8 software for a different problem. Finally, computational results of these algorithms were compared and analyzed by producing and solving some small, medium and large-size test problems. The results confirmed the efficiency of the HS algorithm against the other methods.

Cites

A BENDERS DECOMPOSITION METHOD TO SOLVE AN INTEGRATED LOGISTICS NETWORK DESIGNING PROBLEM WITH MULTIPLE CAPACITIES

References

Cite

APA: Copy

MEHDIZADEH, ESMAEIL, & FATEHI KIVI, AMIR. (2014). THREE METAHEURISTIC ALGORITHMS FOR SOLVING THE MULTI-ITEM CAPACITATED LOT-SIZING PROBLEM WITH PRODUCT RETURNS AND REMANUFACTURING. JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING), 8(3 (16)), 41-53. SID. https://sid.ir/paper/632295/en

Vancouver: Copy

MEHDIZADEH ESMAEIL, FATEHI KIVI AMIR. THREE METAHEURISTIC ALGORITHMS FOR SOLVING THE MULTI-ITEM CAPACITATED LOT-SIZING PROBLEM WITH PRODUCT RETURNS AND REMANUFACTURING. JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING)[Internet]. 2014;8(3 (16)):41-53. Available from: https://sid.ir/paper/632295/en

IEEE: Copy

ESMAEIL MEHDIZADEH, and AMIR FATEHI KIVI, “THREE METAHEURISTIC ALGORITHMS FOR SOLVING THE MULTI-ITEM CAPACITATED LOT-SIZING PROBLEM WITH PRODUCT RETURNS AND REMANUFACTURING,” JOURNAL OF OPTIMIZATION IN INDUSTRIAL ENGINEERING (JOURNAL OF INDUSTRIAL ENGINEERING), vol. 8, no. 3 (16), pp. 41–53, 2014, [Online]. Available: https://sid.ir/paper/632295/en

Related Journal Papers

No record.

Related Seminar Papers

No record.

Related Plans

No record.

Recommended Workshops