Public transport optimization / Konstantinos Gkiotsalitis.
Gkiotsalitis, Konstantinos, author.
2022
HE147.7
Available Online

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Title Public transport optimization / Konstantinos Gkiotsalitis.
Author Gkiotsalitis, Konstantinos, author.
ISBN 9783031124440 (electronic bk.)
3031124448 (electronic bk.)
303112443X
9783031124433
DOI https://doi.org/10.1007/978-3-031-12444-0
Published Cham, Switzerland : Springer, 2022.
Language English
Description 1 online resource (1 volume) : illustrations (black and white, and colour).
Other Standard Identifiers 10.1007/978-3-031-12444-0 doi
Call Number HE147.7
Dewey Decimal Classification 388.015/118
Summary 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 tools help engineers and modelers to use better existing public transport models and also develop new models that can address future challenges. By reading this book, the reader will gain the ability to translate a future problem description into a mathematical model and solve it using an appropriate solution method. The textbook provides the knowledge needed to develop highly accurate mathematical models that can serve as decision support tools at the strategic, tactical, and operational planning levels of public transport services. Its detailed description of exact optimization methods, metaheuristics, bi-level, and multi-objective optimization approaches together with the detailed description of implementing these approaches in classic public transport problems with the use of open source tools is unique and will be highly useful to students and transport professionals.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Description based on print version record.
Available in Other Form PUBLIC TRANSPORT OPTIMIZATION.
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Record Appears in Online Resources > Ebooks
All Resources
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.

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