On the integrated charge planning with flexible jobs in primary steelmaking processes

被引:20
作者
Dong, Hongyu [1 ,2 ]
Huang, Min [1 ,2 ]
Ip, W. H. [3 ]
Wang, Xingwei [1 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang, Liaoning, Peoples R China
[2] Northeastern Univ, Minist Educ, Key Lab Integrated Automat Proc Ind, Shenyang, Liaoning, Peoples R China
[3] Hong Kong Polytech Univ, Dept Ind & Syst Engn, Hunghom, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
integrated charge planning; variable neighbourhood search; harmony search; simulated annealing; tabu search; flexible jobs; VARIABLE NEIGHBORHOOD SEARCH; CONTINUOUS-CASTING PRODUCTION; CONTINUOUS SLAB CASTER; OPTIMIZATION ALGORITHM; HARMONY SEARCH; TABU SEARCH; MODEL; MILL;
D O I
10.1080/00207540903246656
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The integrated charge planning (ICP) problem based on flexible jobs in an integrated steel plant is extremely difficult and valuable. The purpose of this paper is to improve the efficiency and feasibility of planning by minimising the number of charges, minimising the total production costs and maximising the total throughput, considering the hard constraints and soft constraints. A multi-objective mathematical programming model for the problem is formulated, and it is shown that the problem is NP-hard. Two new meta-heuristics are designed, one is guided variable neighbourhood search (GVNS) combined with harmony search, and the other is GVNS combined with simulated annealing. Compared with enumeration algorithm, tabu search, variable neighbourhood search (VNS), harmony search, extend next fit decreasing (ENFD) and skewed VNS (SVNS), variable neighbourhood descent (VND), the numerical results by actual production data have shown that the proposed model and GVNHS are feasible and effective for ICP.
引用
收藏
页码:6499 / 6535
页数:37
相关论文
共 35 条
[1]  
[Anonymous], 1977, EUR J OPER RES, DOI DOI 10.1016/S0377-2217(77)81007-2
[2]  
[Anonymous], 1979, Computers and Intractablity: A Guide to the Theory of NP-Completeness
[3]   Production planning with flexible product specifications: An application to specialty steel manufacturing [J].
Balakrishnan, A ;
Geunes, J .
OPERATIONS RESEARCH, 2003, 51 (01) :94-112
[4]   A SCHEDULING MODEL FOR LTV STEELS CLEVELAND WORKS TWIN STRAND CONTINUOUS SLAB CASTER [J].
BOX, RE ;
HERBE, DG .
INTERFACES, 1988, 18 (01) :42-56
[5]  
Bridgman P., 1922, Dimensional analysis
[6]   Variable neighborhood search for the vertex weighted k-cardinality tree problem [J].
Brimberg, J ;
Urosevic, D ;
Mladenovic, N .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 171 (01) :74-84
[7]   A lot grouping algorithm for a continuous slab caster in an integrated steel mill [J].
Chang, SY ;
Chang, MR ;
Hong, YS .
PRODUCTION PLANNING & CONTROL, 2000, 11 (04) :363-368
[8]   OPTIMAL ESTIMATION OF EXECUTIVE COMPENSATION BY LINEAR PROGRAMMING [J].
Charnes, A. ;
Cooper, W. W. ;
Ferguson, R. O. .
MANAGEMENT SCIENCE, 1955, 1 (02) :138-151
[9]   Production scheduling optimization algorithm for the hot rolling processes [J].
Chen, A. L. ;
Yang, G. K. ;
Wu, Z. M. .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2008, 46 (07) :1955-1973
[10]  
Cowling P., 2000, Journal of Scheduling, V3, P185, DOI 10.1002/1099-1425(200007/08)3:4<185::AID-JOS42>3.0.CO