Advanced Mathematical Science for Mobility Society

Advanced Mathematical Science for Mobility Society

Yamashita, Nobuo; Kawamura, Yoshiumi; Ikeda, Kazushi; Makino, Kazuhisa; Sumita, Hanna; Tsujimoto, Satoshi; Yoshizawa, Shintaro

Springer Verlag, Singapore

03/2024

215

Dura

9789819997718

15 a 20 dias

Descrição não disponível.
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.
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Open Access;Mobility society;Many-body particle systems;Box-ball systems;Discrete integrable systems;LR transformations;Car-sharing systems;Control theory;Blockchains;Eigenvalue analysis;Tensor network formalism;Machine learning;Network algorithm;Mechanism design