Strategies for Flexible Pavement Rehabilitation Based on Case-Based Reasoning
Publication: Transportation and Development Institute Congress 2011: Integrated Transportation and Development for a Better Tomorrow
Abstract
Maintenance and rehabilitation strategies are critical components of a pavement management system. The on-time and effective rehabilitation not only improves the pavement performance, but also prolongs the service life of an existing pavement. The process to select feasible rehabilitation alternatives from a pool of available alternatives for pavement rehabilitation can range from using simple judgment to relying on a decision tree based expert system. However, the process of knowledge retrieval in an expert system is tedious and rule revision is not convenient. Therefore, a new technique called Case-Based Reasoning (CBR) is used in this paper to reduce the complexity of the problem solving process by relying on solution parameters that were successfully applied in the previous similar problems. The solution parameters are contained in an active case base that is continually updated with new solution parameters when new problems are solved. In this paper, a CBR system is proposed for determining pavement rehabilitation strategies by comparing the similarity between available solutions and new solutions.
Get full access to this chapter
View all available purchase options and get full access to this chapter.
Information & Authors
Information
Published In
Copyright
© 2011 American Society of Civil Engineers.
History
Published online: Apr 26, 2012
ASCE Technical Topics:
- Artificial intelligence and machine learning
- Asphalt pavements
- Case studies
- Computer programming
- Computing in civil engineering
- Construction engineering
- Construction methods
- Engineering fundamentals
- Expert systems
- Geotechnical engineering
- Geotechnical investigation
- Infrastructure
- Mathematics
- Methodology (by type)
- Parameters (statistics)
- Pavements
- Penetration tests
- Rehabilitation
- Research methods (by type)
- Statistics
- Systems engineering
- Systems management
- Transportation engineering
Authors
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.