Chapter
Apr 26, 2012
Sensitivity Analysis of Genetic Algorithm Based Network Optimization System with Multiple Objectives
Authors: Vu Nguyen, Kelvin C. P. Wang [email protected] and Southwest Jiaotong University, Chengdu, China, and John P. ZaniewskiAuthor Affiliations
Publication: International Conference on Transportation Engineering 2007
Abstract
The implementation of Genetic Algorithm (GA) based Network Optimization System (NOS) provides a state-of-practice optimization tool for the preservation and rehabilitation of pavements, based on application of intelligent computation and the classic NOS. To have more understanding of the influence of input parameters on results of GA based NOS, a sensitivity analysis is undertaken in the paper. A total of four inputs (period length, current conditions, standard condition and action unit cost) are evaluated by studying the effect of each input on three output measures (total cost, total performance rating and objective value) resulting in 13 simulations.
Get full access to this article
View all available purchase options and get full access to this chapter.
Information & Authors
Information
Published In
International Conference on Transportation Engineering 2007
Pages: 461 - 466
Copyright
© 2007 American Society of Civil Engineers.
History
Published online: Apr 26, 2012
Permissions
Request permissions for this article.
ASCE Technical Topics:
- Algorithms
- Analysis (by type)
- Benefit cost ratios
- Business management
- Computer analysis
- Computer networks
- Computing in civil engineering
- Construction engineering
- Construction methods
- Engineering fundamentals
- Financial management
- Infrastructure
- Mathematics
- Network analysis
- Pavements
- Practice and Profession
- Rehabilitation
- Sensitivity analysis
- Transportation engineering
Authors
Affiliations
Vu Nguyen
Department of Civil Engineering, 4190 Bell Engineering, University of Arkansas, Fayetteville, AR 72701
Department of Civil Engineering, 4190 Bell Engineering, University of Arkansas, Fayetteville, AR 72701. E-mail: [email protected] and Southwest Jiaotong University, Chengdu, China
John P. Zaniewski
West Virginia University, Morgantown, WV 26506
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.
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 Item saved, go to cart 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.
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.
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 Item saved, go to cart 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.
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.