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A hybrid discrete differential evolution algorithm for economic lot scheduling problem with time variant lot sizing

หน่วยงาน Nanyang Technological University, Singapore

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ชื่อเรื่อง : A hybrid discrete differential evolution algorithm for economic lot scheduling problem with time variant lot sizing
นักวิจัย : Ganguly, Srinjoy , Chowdhury, Arkabandhu , Mukherjee, Swahum , Suganthan, P. N. , Das, Swagatam , Chua, Tay Jin
คำค้น : -
หน่วยงาน : Nanyang Technological University, Singapore
ผู้ร่วมงาน : -
ปีพิมพ์ : 2556
อ้างอิง : Ganguly S., Chowdhury A., Mukherjee S., Suganthan P.N., Das S., & Chua T.J. (2013). A Hybrid Discrete Differential Evolution Algorithm for Economic Lot Scheduling Problem with Time Variant Lot Sizing. 7th International Conference, SOCO’12, 188, 1-12. , http://hdl.handle.net/10220/18248 , http://link.springer.com.ezlibproxy1.ntu.edu.sg/chapter/10.1007%2F978-3-642-32922-7_1#
ที่มา : -
ความเชี่ยวชาญ : -
ความสัมพันธ์ : -
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

This article presents an efficient Hybrid Discrete Differential Evolution (HDDE) model to solve the Economic Lot Scheduling Problem (ELSP) using a time variant lot sizing approach. This proposed method introduces a novel Greedy Reordering Local Search (GRLS) operator as well as a novel Discrete DE scheme for solving the problem. The economic lot-scheduling problem (ELSP) is an important production scheduling problem that has been intensively studied. In this problem, several products compete for the use of a single machine, which is very similar to the real-life industrial scenario, in particular in the field of remanufacturing. The experimental results indicate that the proposed algorithm outperforms several previously used heuristic algorithms under the time-varying lot sizing approach.

บรรณานุกรม :
Ganguly, Srinjoy , Chowdhury, Arkabandhu , Mukherjee, Swahum , Suganthan, P. N. , Das, Swagatam , Chua, Tay Jin . (2556). A hybrid discrete differential evolution algorithm for economic lot scheduling problem with time variant lot sizing.
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Ganguly, Srinjoy , Chowdhury, Arkabandhu , Mukherjee, Swahum , Suganthan, P. N. , Das, Swagatam , Chua, Tay Jin . 2556. "A hybrid discrete differential evolution algorithm for economic lot scheduling problem with time variant lot sizing".
    กรุงเทพมหานคร : Nanyang Technological University, Singapore.
Ganguly, Srinjoy , Chowdhury, Arkabandhu , Mukherjee, Swahum , Suganthan, P. N. , Das, Swagatam , Chua, Tay Jin . "A hybrid discrete differential evolution algorithm for economic lot scheduling problem with time variant lot sizing."
    กรุงเทพมหานคร : Nanyang Technological University, Singapore, 2556. Print.
Ganguly, Srinjoy , Chowdhury, Arkabandhu , Mukherjee, Swahum , Suganthan, P. N. , Das, Swagatam , Chua, Tay Jin . A hybrid discrete differential evolution algorithm for economic lot scheduling problem with time variant lot sizing. กรุงเทพมหานคร : Nanyang Technological University, Singapore; 2556.