Exploring Complex Networks with Quantum Walks - Dong, Fangyan

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Auteur(s) : Dong, Fangyan - Liang, Wen - Yan, Fei

Editeur : Crc Press

Langue : Anglais

Parution : 01/12/2025

Format : Moyen, de 350g à 1kg

Nombre de pages : 212.0

ISBN : 9781041153849

Résumé :

1. Quantum Computing and Quantum Walks 2. Foundational Theory of Quantum Walks 3. Applications of Quantum Walks in Node Discovery 4. Applications of Quantum Walks in Link Mining 5. Applications of Quantum Walks in Community Detection 6. Applications of Quantum Walks in Network Representation Learning 7. Conclusions

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Biographie:

Fei Yan is a professor at the School of Computer Science and Technology, Changchun University of Science and Technology, China. He holds a Ph.D. in Engineering from the Tokyo Institute of Technology, Japan. His research interests include quantum information processing, complex networks, and image processing.

Wen Liang is an associate professor at the School of Information Science and Engineering, Shenyang Ligong University, China. He holds a Ph.D. in Engineering from the Changchun University of Science and Technology, China. His research interests include complex networks and quantum walks.

Fangyan Dong is a professor at the Faculty of Mechanical Engineering and Mechanics, Ningbo University, China. She holds a Ph.D. in Engineering from the Tokyo Institute of Technology, Japan. Her research interests include computational intelligence, fuzzy systems, and quantum computing.

Sommaire:
This book explores the intersection of quantum computing and network science. It bridges the theoretical foundations of quantum walk algorithms with their applications in the structural exploration and representation learning of complex networks....