Generating Training Data for Learning Linear Composite Dispatching Rules for Scheduling

Lecture Notes in Computer Science - Learning and Intelligent Optimization ◽

10.1007/978-3-319-19084-6_22 ◽

2015 ◽

pp. 236-248 ◽

Cited By ~ 1

Author(s):

Helga Ingimundardóttir ◽

Thomas Philip Rúnarsson

Keyword(s):

Training Data ◽

Dispatching Rules ◽

Linear Composite ◽

Composite Dispatching Rules

Download Full-text

Evolutionary Learning of Weighted Linear Composite Dispatching Rules for Scheduling

Proceedings of the International Conference on Evolutionary Computation Theory and Applications ◽

10.5220/0005077200590067 ◽

2014 ◽

Cited By ~ 2

Author(s):

Helga Ingimundardottir ◽

Thomas Philip Runarsson

Keyword(s):

Dispatching Rules ◽

Evolutionary Learning ◽

Linear Composite ◽

Composite Dispatching Rules

Download Full-text

Evolutionary Learning of Linear Composite Dispatching Rules for Scheduling

Studies in Computational Intelligence - Computational Intelligence ◽

10.1007/978-3-319-26393-9_4 ◽

2015 ◽

pp. 49-62 ◽

Cited By ~ 3

Author(s):

Helga Ingimundardottir ◽

Thomas Philip Runarsson

Keyword(s):

Dispatching Rules ◽

Evolutionary Learning ◽

Linear Composite ◽

Composite Dispatching Rules

Download Full-text

A simulation study of new multi-objective composite dispatching rules, CONWIP, and push lot release in semiconductor fabrication

International Journal of Production Research ◽

10.1080/00207540600711879 ◽

2008 ◽

Vol 46 (14) ◽

pp. 3801-3824 ◽

Cited By ~ 40

Author(s):

N. Bahaji ◽

M. E. Kuhl

Keyword(s):

Simulation Study ◽

Dispatching Rules ◽

Multi Objective ◽

Semiconductor Fabrication ◽

Composite Dispatching Rules

Download Full-text

Composite Dispatching Rules for Multiple-Vehicle AGV Systems

SIMULATION ◽

10.1177/003754979606600208 ◽

1996 ◽

Vol 66 (2) ◽

pp. 121-130 ◽

Cited By ~ 8

Author(s):

Jim Lee

Keyword(s):

Dispatching Rules ◽

Agv Systems ◽

Composite Dispatching Rules

Download Full-text

A response surface approach to developing composite dispatching rules for flexible manufacturing systems

International Journal of Production Research ◽

10.1080/00207549408957087 ◽

1994 ◽

Vol 32 (11) ◽

pp. 2613-2629

Author(s):

S. E. RAMASWAMY ◽

S. B. JOSHI

Keyword(s):

Response Surface ◽

Flexible Manufacturing ◽

Flexible Manufacturing Systems ◽

Manufacturing Systems ◽

Dispatching Rules ◽

Surface Approach ◽

Composite Dispatching Rules

Download Full-text

Robust scaling parameters for composite dispatching rules

IIE Transactions ◽

10.1080/07408171003685825 ◽

2010 ◽

Vol 42 (11) ◽

pp. 842-853 ◽

Cited By ~ 15

Author(s):

Jenny Yan Chen ◽

Michele E. Pfund ◽

John W. Fowler ◽

Douglas C. Montgomery ◽

Thomas E. Callarman

Keyword(s):

Dispatching Rules ◽

Scaling Parameters ◽

Composite Dispatching Rules

Download Full-text

Multiple-objective scheduling for interbay AMHS by using genetic-programming-based composite dispatching rules generator

Computers in Industry ◽

10.1016/j.compind.2013.03.009 ◽

2013 ◽

Vol 64 (6) ◽

pp. 694-707 ◽

Cited By ~ 18

Author(s):

Wei Qin ◽

Jie Zhang ◽

Yinbin Sun

Keyword(s):

Genetic Programming ◽

Dispatching Rules ◽

Multiple Objective ◽

Composite Dispatching Rules

Download Full-text

Impact Assessment of Job Machine Factors on Scaling Parameters

Advanced Materials Research ◽

10.4028/www.scientific.net/amr.340.23 ◽

2011 ◽

Vol 340 ◽

pp. 23-29

Author(s):

Yan Chen

Keyword(s):

Dispatching Rules ◽

Problem Instance ◽

Successful Implementation ◽

Scheduling Problems ◽

Scaling Parameter ◽

Scaling Parameters ◽

Face Centered ◽

Parameter Values ◽

The Impact ◽

Composite Dispatching Rules

Composite dispatching rules are of great importance in solving realistic scheduling problems because they are fast and easy to implement. The successful implementation of composite dispatching rules depends on their scaling parameter values, while further the appropriate scaling parameter values are determined by specific problem instance features, i.e. job machine factors. In this paper, a Face-centered Cube experimental design is proposed to study the impact of job machine factors on scaling parameter values when Apparent Tardiness Cost with Setups (ATCS) rule is used to schedulePm|sjk|ΣwjTjproblem. The dynamics between the job machine factors and the good scaling parameter values are revealed by experimental results.

Download Full-text