Principles of quantum artificial intelligence (Record no. 97775)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02298nam a2200349 a 4500 |
| 001 - CONTROL NUMBER | |
| control field | 00011938 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200723s2020 si ob 001 0 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9789811224317 |
| -- | (ebook) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | z789811224300 |
| -- | (hbk.) |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 004.1 |
| 100 1# - AUTHOR NAME | |
| Author | Wichert, Andrzej. |
| 245 10 - TITLE STATEMENT | |
| Title | Principles of quantum artificial intelligence |
| Sub Title | quantum problem solving and machine learning / |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | Singapore : |
| Publisher | World Scientific, |
| Year of publication | 2020. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | 1 online resource (xviii, 478 p.) |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | "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. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | 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. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | https://www.worldscientific.com/worldscibooks/10.1142/11938#t=toc |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Quantum computers. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Artificial intelligence. |
No items available.