A REVIEW OF MACHINE LEARNING IN SCHEDULING

被引：82

作者：

AYTUG, H ^{[1
]}

BHATTACHARYYA, S ^{[1
]}

KOEHLER, GJ ^{[1
]}

SNOWDON, JL ^{[1
]}

机构：

[1] IBM CORP,BOCA RATON,FL 33429

来源：

IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT | 1994年 / 41卷 / 02期

关键词：

D O I：

10.1109/17.293383

中图分类号：

F [经济];

学科分类号：

02 ;

摘要：

This paper has two primary purposes: to motivate the need for machine learning in scheduling systems and to survey work on machine learning in scheduling. In order to motivate the need for machine learning in scheduling, we briefly motivate the need for systems employing artificial intelligence methods for scheduling. This leads to a need for incorporating adaptive methods-learning.

引用

页码：165 / 171

页数：7

共 50 条

[21] Single machine scheduling with step-learning
Matan Atsmony
Baruch Mor
Gur Mosheiov
Journal of Scheduling, 2024, 27 : 227 - 237
[22] Single Machine Scheduling with Learning Effect Considerations
T.C. Edwin Cheng
Guoqing Wang
Annals of Operations Research, 2000, 98 : 273 - 290
[23] Single-machine scheduling with learning considerations
Biskup, D
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1999, 115 (01) : 173 - 178
[24] Single machine scheduling with step-learning
Atsmony, Matan
Mor, Baruch
Mosheiov, Gur
JOURNAL OF SCHEDULING, 2024, 27 (03) : 227 - 237
[25] Single machine scheduling with exponential learning functions
Haifeng Ma
Cheng Shao
Xue-Ru Wang
Optimization Letters, 2014, 8 : 1273 - 1285
[26] A bicriteria parallel machine scheduling with a learning effect
Tamer Eren
Ertan Güner
The International Journal of Advanced Manufacturing Technology, 2009, 40 : 1202 - 1205
[27] A bicriteria parallel machine scheduling with a learning effect
Eren, Tamer
Guner, Ertan
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2009, 40 (11-12): : 1202 - 1205
[28] Machine scheduling problems with a general learning effect
Zhang Xingong
Yan Guangle
MATHEMATICAL AND COMPUTER MODELLING, 2010, 51 (1-2) : 84 - 90
[29] Machine scheduling with DeJong's learning effect
Ji, Min
Yao, Danli
Yang, Qinyun
Cheng, T. C. E.
COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 80 : 195 - 200
[30] Integration of machine learning with economic energy scheduling
Goni, Md. Omaer Faruq
Nahiduzzaman, Md.
Anower, Md. Shamim
Kamwa, Innocent
Muyeen, S. M.
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2022, 142

← 1 2 3 4 5 →