Applications of Heuristic Algorithms to Optimal Road Congestion Pricing
1st Edition
Published on 4. October 2023
152 pages
978-1-003-81180-0 (ISBN)
Description
Road congestion imposes major financial, social, and environmental costs. One solution is the operation of high-occupancy toll (HOT) lanes. This book outlines a method for dynamic pricing for HOT lanes based on non-linear programming (NLP) techniques, finite difference stochastic approximation, genetic algorithms, and simulated annealing stochastic algorithms, working within a cell transmission framework. The result is a solution for optimal flow and optimal toll to minimize total travel time and reduce congestion.
ANOVA results are presented which show differences in the performance of the NLP algorithms in solving this problem and reducing travel time, and econometric forecasting methods utilizing vector autoregressive techniques are shown to successfully forecast demand.
The book compares different optimization approaches
It presents case studies from around the world, such as the I-95 Express HOT Lane in Miami, USA
Applications of Heuristic Algorithms to Optimal Road Congestion Pricing is ideal for transportation practitioners and researchers.
ANOVA results are presented which show differences in the performance of the NLP algorithms in solving this problem and reducing travel time, and econometric forecasting methods utilizing vector autoregressive techniques are shown to successfully forecast demand.
The book compares different optimization approaches
It presents case studies from around the world, such as the I-95 Express HOT Lane in Miami, USA
Applications of Heuristic Algorithms to Optimal Road Congestion Pricing is ideal for transportation practitioners and researchers.
More details
Edition
1. Auflage
Language
English
Place of publication
London
United Kingdom
Publishing group
Taylor & Francis Ebooks
Target group
College/higher education
Professional and scholarly
Illustrations
17 Tables, black and white; 17 Line drawings, black and white; 6 Halftones, black and white; 23 Illustrations, black and white
ISBN-13
978-1-003-81180-0 (9781003811800)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Book
01/2025
1st Edition
CRC Press
€33.00
Shipment within 10-20 days
Book
10/2023
1st Edition
CRC Press
€77.90
Shipment within 10-20 days
Person
Don Graham is a Data Scientist and Consultant. He served as data science professor at Northwestern University and transportation professor at Florida Institute of Technology for over ten years, in addition to working in industry at The Institute for Defense Analysis, Lockheed, and AVIS.
Content
1. Introduction. 2. Literature Review. 3. Congestion Pricing Models. 4. Model Formulation and Results. 5. Data Collection and Demand Forecasting. 6. I-95 Lessons Learned. 7. Congestion Charge Case Studies.
