Advanced Mathematical Science for Mobility Society /

This open access book presents the mathematical methods for huge data and network analysis. The automotive industry has made steady progress in technological innovations under the names of Connected Autonomous-Shared-Electric (CASE) and Mobility as a Service (MaaS). Needless to say, mathematics and...

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Bibliographic Details
Corporate Author:	SpringerLink (Online service)
Other Authors:	Ikeda, Kazushi (Editor), Kawamura, Yoshiumi (Editor), Makino, Kazuhisa (Editor), Tsujimoto, Satoshi (Editor), Yamashita, Nobuo (Editor), Yoshizawa, Shintaro (Editor), Sumita, Hanna (Editor)
Format:	eBook
Language:	English
Published:	Singapore : Springer Nature Singapore : Imprint: Springer, 2024.
Edition:	1st ed. 2024.
Subjects:	Computer science. Mathematical models. Quantitative research. Transportation engineering. Traffic engineering. Theory and Algorithms for Application Domains. Mathematical Modeling and Industrial Mathematics. Data Analysis and Big Data. Transportation Technology and Traffic Engineering. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Part 1. Introduction, motivation, and direction for Advanced Mathematical Science for Mobility Society, together with the project between Toyota Motor Corporation and Kyoto University
Chapter 1. Advanced Mathematical Science for Mobility Society
Part 2. Mathematical models of flow Chapter. 2. Analysis of many-body particle systems by geometry and box-ball-system theory
Chapter 3. Discrete Integrable Systems, LR transformations and Box-Ball Systems
Part 3. Mathematical methods for huge data and network analysis
Chapter 4. Eigenvalue Analysis in Mobility Data
Chapter 5. Application of tensor network formalism for processing tensor data
Chapter 6. Machine Learning Approach to Mobility Analysis
Chapter 7. Graph optimization problems and algorithms for DAG-type blockchains
Part 4. Algorithm for mobility society
Chapter 8. Control and optimization of one-way car-sharing systems
Chapter 9. Algorithms for future mobility society Chapter 10. Mechanism Design for Mobility.