Database structure for a class of multi-period mathematical programming models

被引：10

作者：

Dutta, Goutam ^{[1
]}

Fourer, Robert ^{[2
]}

机构：

[1] Indian Inst Management, Ahmadabad 380015, Gujarat, India

[2] Northwestern Univ, Dept Ind Engn & Management Sci, Evanston, IL 60208 USA

来源：

DECISION SUPPORT SYSTEMS | 2008年 / 45卷 / 04期

基金：

美国国家科学基金会;

关键词：

Decision support system; Process industries; Optimization; Strategic and operational planning;

D O I：

10.1016/j.dss.2008.02.010

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We describe how a generic multi-period optimization-based decision support system can be used for strategic and operational planning in a company whose processes can be described in terms of five fundamental elements: Materials, Facilities, Activities, Times and Storage-Areas. We discuss the issues of interface design, data reporting and updating, and optimal production and profit planning. We also compare the performances of two different types of database structures with respect to optimization. (C) 2008 Elsevier B.V. All rights reserved.

引用

页码：870 / 883

页数：14

共 50 条

[1] An expanded database structure for a class of multi-period, stochastic mathematical programming models for process industries
Gupta, Narain
Dutta, Goutam
Fourer, Robert
[J]. DECISION SUPPORT SYSTEMS, 2014, 64 : 43 - 56
[2] Database structures for mathematical programming models
Fourer, R
[J]. DECISION SUPPORT SYSTEMS, 1997, 20 (04) : 317 - 344
[3] Multi-period stochastic programming models using simulated paths for strategic asset allocation
Hibiki, N
[J]. JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF JAPAN, 2001, 44 (02) : 169 - 193
[4] A stochastic programming approach for multi-period portfolio optimization
Geyer, Alois
Hanke, Michael
Weissensteiner, Alex
[J]. COMPUTATIONAL MANAGEMENT SCIENCE, 2009, 6 (02) : 187 - 208
[5] A stochastic programming approach for multi-period portfolio optimization
Alois Geyer
Michael Hanke
Alex Weissensteiner
[J]. Computational Management Science, 2009, 6 (2) : 187 - 208
[6] Multi-period asset allocation by stochastic dynamic programming
Kung, James J.
[J]. APPLIED MATHEMATICS AND COMPUTATION, 2008, 199 (01) : 341 - 348
[7] Multi-timescale, multi-period decision-making model development by combining reinforcement learning and mathematical programming
Shin, Joohyun
Lee, Jay H.
[J]. COMPUTERS & CHEMICAL ENGINEERING, 2019, 121 : 556 - 573
[8] Multi-period stochastic programming models for two-tiered emergency medical service system
Boujemaa, Rania
Jebali, Aida
Hammami, Sondes
Ruiz, Angel
[J]. COMPUTERS & OPERATIONS RESEARCH, 2020, 123
[9] GOAL PROGRAMMING APPROACH TO MULTI-PERIOD PRODUCTION LINE SCHEDULING
LEE, SM
CLAYTON, ER
TAYLOR, BW
[J]. COMPUTERS & OPERATIONS RESEARCH, 1978, 5 (03) : 205 - 211
[10] A Dynamic Programming Approach to Multi-period Planning of Isolated Microgrids
Martin, Benoit
De Jaeger, Emmanuel
Glineur, Francois
Latiers, Arnaud
[J]. ADVANCES IN ENERGY SYSTEM OPTIMIZATION, 2017, : 123 - 137

← 1 2 3 4 5 →