A Constraint Programming Method for Advanced Planning and Scheduling System with Multilevel Structured Products

Joint Authors

Peng, Yunfang
Chen, Yarong
Lu, Dandan

Source

Discrete Dynamics in Nature and Society

Issue

Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-7, 7 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2014-01-02

Country of Publication

Egypt

No. of Pages

7

Main Subjects

Mathematics

Abstract EN

This paper deals with the advanced planning and scheduling (APS) problem with multilevel structured products.

A constraint programming model is constructed for the problem with the consideration of precedence constraints, capacity constraints, release time and due date.

A new constraint programming (CP) method is proposed to minimize the total cost.

This method is based on iterative solving via branch and bound.

And, at each node, the constraint propagation technique is adapted for domain filtering and consistency check.

Three branching strategies are compared to improve the search speed.

The results of computational study show that the proposed CP method performs better than the traditional mixed integer programming (MIP) method.

And the binary constraint heuristic branching strategy is more effective than the other two branching strategies.

American Psychological Association (APA)

Peng, Yunfang& Lu, Dandan& Chen, Yarong. 2014. A Constraint Programming Method for Advanced Planning and Scheduling System with Multilevel Structured Products. Discrete Dynamics in Nature and Society،Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-507986

Modern Language Association (MLA)

Peng, Yunfang…[et al.]. A Constraint Programming Method for Advanced Planning and Scheduling System with Multilevel Structured Products. Discrete Dynamics in Nature and Society No. 2014 (2014), pp.1-7.
https://search.emarefa.net/detail/BIM-507986

American Medical Association (AMA)

Peng, Yunfang& Lu, Dandan& Chen, Yarong. A Constraint Programming Method for Advanced Planning and Scheduling System with Multilevel Structured Products. Discrete Dynamics in Nature and Society. 2014. Vol. 2014, no. 2014, pp.1-7.
https://search.emarefa.net/detail/BIM-507986

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-507986