TECHNICAL PAPERS
Jul 15, 2004

Comparison of Genetic Algorithm and Linear Programming Approaches for Lateral Canal Scheduling

Publication: Journal of Irrigation and Drainage Engineering
Volume 130, Issue 4

Abstract

The paper discusses a genetic algorithm (GA) developed for solution of two lateral canal scheduling problems presented recently in the literature. The GA formulations use very similar objective functions for both problems. Results obtained with the GA approach are compared with previously published results obtained through linear and integer programming. The GA approach has been demonstrated to be robust and very efficient in application to lateral canal scheduling problems. It is also easily set up and would be easily applied by practitioners.

Get full access to this article

View all available purchase options and get full access to this article.

References

Anwar, A. A., and Clarke, D.(2001). “Irrigation scheduling using mixed-integer linear programming.” J. Irrig. Drain. Eng., 127(2), 63–69.
Goldberg, D. E. (1989). Genetic algorithms in search optimization and machine learning, Addison-Wesley, Reading, Mass.
Goldberg, D. E., and Deb, K. (1991). “A comparative analysis of selection schemes used in genetic algorithms.” Foundations of genetic algorithms, Morgan Kaufman, San Mateo, Calif., 69–93.
Michalewicz, Z. (1992). Genetic algorithms+data structures=evolution programs, Springer, New York.
Reddy, J. M., Wilamowski, B., and Cassel-Sharmasarkar, F. C.(1999). “Optimal scheduling of irrigation for lateral canals.” ICID J., 48(3), 1–12.
Suryavanshi, A. R., and Reddy, J. M.(1986). “Optimum operation scheduling of irrigation distribution systems.” Agric. Water Manage., 11, 23–30.
Wang, Z., Reddy, M. J., and Feyen, J.(1995). “Improved 0–1 programming model for optimal flow scheduling in irrigation canals.” Irrig. Drain. Syst., 9, 105–116.
Wardlaw, R. B., and Bhaktikul, K.(2001). “Application of a genetic algorithm for water allocation in an irrigation system.” Irrig. Drain., 50(2), 159–170.
Wardlaw, R., and Sharif, M.(1999). “Evaluation of genetic algorithms for optimal reservoir system operation.” J. Water Resour. Plan. Manage., 125(1), 25–33.
Yang, J., and Soh, C. K.(1997). “Structural optimization by genetic algorithms with tournament selection.” J. Comput. Civ. Eng., 11(3), 195–200.

Information & Authors

Information

Published In

Go to Journal of Irrigation and Drainage Engineering
Journal of Irrigation and Drainage Engineering
Volume 130Issue 4August 2004
Pages: 311 - 317

History

Received: Mar 13, 2003
Accepted: Dec 30, 2003
Published online: Jul 15, 2004
Published in print: Aug 2004

Permissions

Request permissions for this article.

Authors

Affiliations

Robin Wardlaw
Senior Lecturer, Institute for Infrastructure and Environmental Research, School of Engineering and Electronics, Univ. of Edinburgh, Scotland, UK.
Kampanad Bhaktikul
Assistant Professor, Faculty of Environment and Resource Studies, Mahidol Univ., Bangkok, Thailand.

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share