Applications of Heuristic Algorithms to Optimal Road Congestion Pricing

ISBN-13: 9781032415659 / Twarda / 2023 / 120 str.

USA) Graham Don (CapGemini Consulting

Opis

This outlines a method for dynamic pricing of high-occupancy toll lanes based on non-linear programming techniques, finite difference stochastic approximation, genetic algorithms and simulated annealing stochastic algorithms, coupled with vector autoregressive techniques, producing a solution for optimal flows and optimal tolls.

Spis treści

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.  

O autorze

Don Graham is Data Scientist at CapGemini Consulting (North America). He served as data science professor at Northwestern University, and as a transportation professor at Florida Institute of Technology for over ten years, in addition to working in industry at Cap Gemini University, The Institute for Defense Analysis, Lockheed, and AVIS.