Scheduling optimization of capacitated lot sizing problem based on immune complement algorithm

Zhihong Cheng; Guangzhu Chen; Badurdeen Fazleena; Ding Gao

doi:10.1109/ICCDA.2010.5541221

Scheduling optimization of capacitated lot sizing problem based on immune complement algorithm

Zhihong Cheng, Guangzhu Chen, Badurdeen Fazleena, Ding Gao

Mechanical Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

There are significant amount of literature on the capacitated lot sizing problem(CLSP) with different levels and approaches. In this article, immune complement algorithm (ICA) was discussed in scheduling optimization of CLSP under the condition of single level, single machine. The affinity function was the total cost which including order , inventory carrying and labor costs. Complement individual was represented by binary to determine order sequence and lot sizing. Experimentation performed with 5 production 6 period indicated that ICA had the characteristics of high speed of convergence, less generations besides approaching best solution, and it could be used in CLSP on medium scale.

Original language	English
Title of host publication	2010 International Conference on Computer Design and Applications, ICCDA 2010
Pages	V2221-V2223
DOIs	https://doi.org/10.1109/ICCDA.2010.5541221
State	Published - 2010
Event	2010 International Conference on Computer Design and Applications, ICCDA 2010 - Qinhuangdao, Hebei, China Duration: Jun 25 2010 → Jun 27 2010

Publication series

Name	2010 International Conference on Computer Design and Applications, ICCDA 2010
Volume	2

Conference

Conference	2010 International Conference on Computer Design and Applications, ICCDA 2010
Country/Territory	China
City	Qinhuangdao, Hebei
Period	6/25/10 → 6/27/10

Keywords

Capacitated constraint
Immune complement
Lot sizing
Production planning

ASJC Scopus subject areas

Computer Graphics and Computer-Aided Design
Computer Science Applications

Access to Document

10.1109/ICCDA.2010.5541221

Cite this

Cheng, Z., Chen, G., Fazleena, B., & Gao, D. (2010). Scheduling optimization of capacitated lot sizing problem based on immune complement algorithm. In 2010 International Conference on Computer Design and Applications, ICCDA 2010 (pp. V2221-V2223). [5541221] (2010 International Conference on Computer Design and Applications, ICCDA 2010; Vol. 2). https://doi.org/10.1109/ICCDA.2010.5541221

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title = "Scheduling optimization of capacitated lot sizing problem based on immune complement algorithm",

abstract = "There are significant amount of literature on the capacitated lot sizing problem(CLSP) with different levels and approaches. In this article, immune complement algorithm (ICA) was discussed in scheduling optimization of CLSP under the condition of single level, single machine. The affinity function was the total cost which including order , inventory carrying and labor costs. Complement individual was represented by binary to determine order sequence and lot sizing. Experimentation performed with 5 production 6 period indicated that ICA had the characteristics of high speed of convergence, less generations besides approaching best solution, and it could be used in CLSP on medium scale.",

keywords = "Capacitated constraint, Immune complement, Lot sizing, Production planning",

author = "Zhihong Cheng and Guangzhu Chen and Badurdeen Fazleena and Ding Gao",

year = "2010",

doi = "10.1109/ICCDA.2010.5541221",

language = "English",

isbn = "9781424471638",

series = "2010 International Conference on Computer Design and Applications, ICCDA 2010",

pages = "V2221--V2223",

booktitle = "2010 International Conference on Computer Design and Applications, ICCDA 2010",

note = "2010 International Conference on Computer Design and Applications, ICCDA 2010 ; Conference date: 25-06-2010 Through 27-06-2010",

}

Cheng, Z, Chen, G, Fazleena, B & Gao, D 2010, Scheduling optimization of capacitated lot sizing problem based on immune complement algorithm. in 2010 International Conference on Computer Design and Applications, ICCDA 2010., 5541221, 2010 International Conference on Computer Design and Applications, ICCDA 2010, vol. 2, pp. V2221-V2223, 2010 International Conference on Computer Design and Applications, ICCDA 2010, Qinhuangdao, Hebei, China, 6/25/10. https://doi.org/10.1109/ICCDA.2010.5541221

Scheduling optimization of capacitated lot sizing problem based on immune complement algorithm. / Cheng, Zhihong; Chen, Guangzhu; Fazleena, Badurdeen et al.
2010 International Conference on Computer Design and Applications, ICCDA 2010. 2010. p. V2221-V2223 5541221 (2010 International Conference on Computer Design and Applications, ICCDA 2010; Vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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N2 - There are significant amount of literature on the capacitated lot sizing problem(CLSP) with different levels and approaches. In this article, immune complement algorithm (ICA) was discussed in scheduling optimization of CLSP under the condition of single level, single machine. The affinity function was the total cost which including order , inventory carrying and labor costs. Complement individual was represented by binary to determine order sequence and lot sizing. Experimentation performed with 5 production 6 period indicated that ICA had the characteristics of high speed of convergence, less generations besides approaching best solution, and it could be used in CLSP on medium scale.

AB - There are significant amount of literature on the capacitated lot sizing problem(CLSP) with different levels and approaches. In this article, immune complement algorithm (ICA) was discussed in scheduling optimization of CLSP under the condition of single level, single machine. The affinity function was the total cost which including order , inventory carrying and labor costs. Complement individual was represented by binary to determine order sequence and lot sizing. Experimentation performed with 5 production 6 period indicated that ICA had the characteristics of high speed of convergence, less generations besides approaching best solution, and it could be used in CLSP on medium scale.

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KW - Immune complement

KW - Lot sizing

KW - Production planning

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ER -

Scheduling optimization of capacitated lot sizing problem based on immune complement algorithm

Abstract

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Keywords

ASJC Scopus subject areas

Access to Document

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