Foundations of Quantum Programming (2nd Ed.)
Auteur : Ying Mingsheng
Foundations of Quantum Programming, Second Edition provides a systematic exposition of the subject of quantum programming. Emphasis is placed on foundational concepts, methods, and techniques that can be widely used for various quantum programming models and languages. The book describes how programming methodologies developed for current computers can be extended for quantum computers, along with new programming methodologies that can effectively exploit the unique power of quantum computing. In addition, this resource introduces a chain of quantum programming models from sequential to parallel and distributed programming in the paradigm of superposition-of-data to the paradigm of superposition-of-programs. Final content presents a series of logical and mathematical tools for verification and analysis of quantum programs, including invariant generation, termination analysis, and abstract interpretation.
1. Introduction Part I Preliminaries 2. Quantum Mechanics 3. Models of Quantum Computation 4. Quantum Algorithms Part II Sequential Quantum Programs 5. Quantum While-Programs 6. Quantum Hoare Logic 7. Analysis of Quantum Programs Part III Parallel and Distributed Quantum Programs 8. Parallel Quantum Programs 9. Distributed Quantum Programs Part IV Quantum Control Flows 10. Quantum Case Statements 11. Quantum Recursion Part V Programming for Quantum Machine Learning 12. Quantum Machine Learning 13. Differential Quantum Programming Part VI Appendices Appendix I: Omitted Proofs in Chapter 5 II: Omitted Proofs in Chapter 7 III: Omitted Proofs in Chapter 10
He has published three books and served on the editorial board of several publications, including Artificial Intelligence Journal (Elsevier). He is inaugural Editor-in-Chief of ACM Transactions on Quantum Computing.
He received an NSF China Distinguished Young Scholar Award (1997) and a China National Science Award in Natural Science (2008).
- Demystifies the theory of quantum programming using a step-by-step approach
- Includes methodologies, techniques, and tools for the development, analysis, and verification of quantum programs and quantum cryptographic protocols
- Covers the interdisciplinary nature of quantum programming by providing preliminaries from quantum mechanics, mathematics, and computer science, and pointing out its potential applications to quantum engineering and physics
- Presents a coherent and self-contained treatment that will be valuable for academic and industrial researchers and developers
- Adds new developments such as parallel and distributed quantum programming; and introduces several new program analysis techniques such as invariants generation and abstract interpretation
Date de parution : 05-2024
Ouvrage de 472 p.