Quantum Algorithms - A Survey of Applications and End-To-End Complexities

This book provides a comprehensive, up-to-date survey of quantum algorithms and how they connect to practical, concrete applications of quantum computing. Its modular, encyclopedic structure facilitates usage as a reference for researchers. This title is also available as Open Access on Cambridge Core.

Table des matières

Part I. Areas of Application: 1. Condensed matter physics; 2. Quantum chemistry; 3. Nuclear and particle physics; 4. Combinatorial optimization; 5. Continuous optimization; 6. Cryptanalysis; 7. Solving differential equations; 8. Finance; 9. Machine learning with classical data; Part II. Quantum Algorithmic Primitives: 10. Quantum linear algebra; 11. Hamiltonian simulation; 12. Quantum Fourier transform; 13. Quantum phase estimation; 14. Amplitude amplification and estimation; 15. Gibbs sampling; 16. Quantum adiabatic algorithm; 17. Loading classical data; 18. Quantum linear system solvers; 19. Quantum gradient estimation; 20. Variational quantum algorithms; 21. Quantum tomography; 22. Quantum interior point methods; 23. Multiplicative weights update method; 24. Approximate tensor network contraction; Part III. Fault-Tolerant Quantum Computing: 25. Basics of fault tolerance; 26. Quantum error correction with the surface code; 27. Logical gates with the surface code; Appendix; References; Index.

Résumé

This book provides a comprehensive, up-to-date survey of quantum algorithms and how they connect to practical, concrete applications of quantum computing. Its modular, encyclopedic structure facilitates usage as a reference for researchers. This title is also available as Open Access on Cambridge Core.

Préface

A comprehensive, contemporary survey of quantum algorithms, connecting the theory to practical real-world applications of quantum computing.

Détails du produit

• Auteurs: Mario Berta, Przemyslaw Bienias, Fernando G. S. L. Brandão, Chi-Fang Chen, Alexander M. Dalzell, Alexander M. (Aws Center for Quantum Comp Dalzell, András Gilyén, Connor T. Hann, Michael J. Kastoryano, Emil T. Khabiboulline, Aleksander Kubica, Sam McArdle, Grant Salton, Samson Wang
• Edition: Cambridge University Press ELT
• Langues: Anglais
• Format d'édition: Livre de poche
• Sortie: 30.04.2025
• EAN: 9781009639668
• ISBN: 978-1-0-0963966-8
• Pages: 433
• Catégories: Livres de conseils; Sciences naturelles, médecine, informatique, technique > Informatique, ordinateurs > Général, dictionnaires; COMPUTERS / General, Quantum physics (quantum mechanics and quantum field theory), Information technology: general issues, Information technology: general topics, Quantum computing and information