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A platform for research: civil engineering, architecture and urbanism
Performance evaluation of an adaptive travel time prediction model
This paper presents a travel time prediction model and evaluates its performance and transferability. Advanced Travelers Information Systems (ATIS) are gaining more and more importance, increasing the need for accurate, timely and useful information to the travelers. Travel time information quantifies the traffic condition in an easy to understand way for the users. The proposed travel time prediction model is based on an efficient use of nearest neighbor search. The model is calibrated for optimal performance using genetic algorithms. Results indicate better performance by using the proposed model than the presently used naive model.
Performance evaluation of an adaptive travel time prediction model
This paper presents a travel time prediction model and evaluates its performance and transferability. Advanced Travelers Information Systems (ATIS) are gaining more and more importance, increasing the need for accurate, timely and useful information to the travelers. Travel time information quantifies the traffic condition in an easy to understand way for the users. The proposed travel time prediction model is based on an efficient use of nearest neighbor search. The model is calibrated for optimal performance using genetic algorithms. Results indicate better performance by using the proposed model than the presently used naive model.
Performance evaluation of an adaptive travel time prediction model
Bajwa, Sul.I. (author) / Chung, E. (author) / Kuwahara, M. (author)
2005-01-01
351749 byte
Conference paper
Electronic Resource
English
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