Public Transport Optimization
This textbook provides a comprehensive step-by-step guide for new public transport modelers. It includes an introduction to mathematical modeling, continuous and discrete optimization, numerical optimization, computational complexity analysis, metaheuristics, and multi-objective optimization. These...
| Main Author: | |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2022, 2022
|
| Edition: | 1st ed. 2022 |
| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Part I Mathematical Programming of Public Transport Problems
- 1 Introduction to Mathematical Programming
- 2 Introduction to Computational Complexity
- 3 Continuous Unconstrained Optimization
- 4 Continuous Constrained Optimization
- 5 Discrete Optimization
- Part II Solution Approximation with Artificial Intelligence: The case of metaheuristics
- 6 Metaheuristics for Discrete Optimization Problems
- 7 Metaheuristics for Continuous Optimization Problems
- 8 Multi-objective Optimization Metaheuristics
- Part III Public Transport Optimization: from Network Design to Operations
- 9 Public Transport Network Design
- 10 Tactical Planning of Public Transport Services
- 11 Multi-modal Synchronization at the Tactical Planning Stage
- 12 Operational Planning and Control
- 13 Planning under Uncertainty