TY - GEN
T1 - Scheduling optimization of capacitated lot sizing problem based on immune complement algorithm
AU - Cheng, Zhihong
AU - Chen, Guangzhu
AU - Fazleena, Badurdeen
AU - Gao, Ding
PY - 2010
Y1 - 2010
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.
KW - Capacitated constraint
KW - Immune complement
KW - Lot sizing
KW - Production planning
UR - http://www.scopus.com/inward/record.url?scp=77955871113&partnerID=8YFLogxK
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U2 - 10.1109/ICCDA.2010.5541221
DO - 10.1109/ICCDA.2010.5541221
M3 - Conference contribution
AN - SCOPUS:77955871113
SN - 9781424471638
T3 - 2010 International Conference on Computer Design and Applications, ICCDA 2010
SP - V2221-V2223
BT - 2010 International Conference on Computer Design and Applications, ICCDA 2010
T2 - 2010 International Conference on Computer Design and Applications, ICCDA 2010
Y2 - 25 June 2010 through 27 June 2010
ER -