| 紀錄類型: |
書目-電子資源
: Monograph/item
|
| 杜威分類號: |
004.1 |
| 書名/作者: |
Principles of quantum artificial intelligence : quantum problem solving and machine learning // Andreas Wichert. |
| 作者: |
Wichert, Andrzej. |
| 出版者: |
Singapore : : World Scientific,, c2020. |
| 面頁冊數: |
1 online resource (xviii, 478 p.) |
| 標題: |
Quantum computers. |
| 標題: |
Artificial intelligence. |
| ISBN: |
9789811224317 |
| ISBN: |
9789811224324 |
| ISBN: |
z789811224300 |
| 書目註: |
Includes bibliographical references and index. |
| 內容註: |
Introduction -- Computation -- Problem solving -- Information -- Reversible algorithms -- Probability -- Introduction to quantum physics -- Computation with qubits -- Periodicity -- Search -- Quantum problem-solving -- Grover's algorithm and the input problem -- Statistical machine learning -- Linear-algebra based quantum machine learning -- Stochastic methods -- Adiabatic quantum computation and quantum annealing -- Quantum cognition -- Quantum like-evolution -- Quantum computation and the multiverse -- Conclusion. |
| 摘要、提要註: |
"This unique compendium presents an introduction to problem solving, information theory, statistical machine learning, stochastic methods and quantum computation. It indicates how to apply quantum computation to problem solving, machine learning and quantum-like models to decision making - the core disciplines of artificial intelligence. Most of the chapters were rewritten and extensive new materials were updated. New topics include quantum machine learning, quantum-like Bayesian networks and mind in Everett many-worlds"--Publisher's website. |
| 電子資源: |
https://www.worldscientific.com/worldscibooks/10.1142/11938#t=toc |