Short-term scheduling: New mathematical models vs algorithmic improvements

被引:10
作者
Ierapetritou, MG [1 ]
Floudas, CA [1 ]
机构
[1] Princeton Univ, Dept Chem Engn, Princeton, NJ 08544 USA
关键词
D O I
10.1016/S0098-1354(98)00083-0
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, a novel formulation is presented for the short-term scheduling of batch plants. The proposed formulation is based on a continuous time representation and results in a Mixed Integer Linear Programming (MILP) problem. In contrast to the previously published continuous-time scheduling formulations, the proposed approach leads to smaller and simpler mathematical models which exhibit fewer binary and continuous variables, have smaller integrality gaps, require fewer constraints, need fewer linear programming relaxations, and can be solved in significantly less CPU time. Several examples are presented that illustrate the effectiveness of the proposed formulation and comparisons with other approaches are provided. (C) 1998 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:S419 / S426
页数:8
相关论文
共 12 条
[1]  
Floudas C. A., 1995, Nonlinear and Mixed-integer Optimization:Fundamentals and Applications
[2]   IMPROVED LINEAR INTEGER PROGRAMMING FORMULATIONS OF NONLINEAR INTEGER PROBLEMS [J].
GLOVER, F .
MANAGEMENT SCIENCE, 1975, 22 (04) :455-460
[3]  
IERAPETRITOU MG, 1997, IND CHEM ENG RES
[4]  
IERAPETRITOU MG, 1997, UNPUB IND CHEM ENG R
[5]   A GENERAL ALGORITHM FOR SHORT-TERM SCHEDULING OF BATCH-OPERATIONS .1. MILP FORMULATION [J].
KONDILI, E ;
PANTELIDES, CC ;
SARGENT, RWH .
COMPUTERS & CHEMICAL ENGINEERING, 1993, 17 (02) :211-227
[6]  
MOCKUS L, 1994, AICHE ANN M SAN FRAN
[7]   An alternate MILP model for short-term scheduling of batch plants with preordering constraints [J].
Pinto, JM ;
Grossmann, IE .
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 1996, 35 (01) :338-342
[8]   OPTIMAL CYCLIC SCHEDULING OF MULTISTAGE CONTINUOUS MULTIPRODUCT PLANTS [J].
PINTO, JM ;
GROSSMANN, IE .
COMPUTERS & CHEMICAL ENGINEERING, 1994, 18 (09) :797-816
[9]  
SCHILLING G, 1996, COMPUT CHEM ENG, V272, P1001
[10]   A GENERAL ALGORITHM FOR SHORT-TERM SCHEDULING OF BATCH-OPERATIONS .2. COMPUTATIONAL ISSUES [J].
SHAH, N ;
PANTELIDES, CC ;
SARGENT, RWH .
COMPUTERS & CHEMICAL ENGINEERING, 1993, 17 (02) :229-244