Ebook: Automatic Quantum Computer Programming: A Genetic Programming Approach
Author: Lee Spector (auth.)
- Tags: Artificial Intelligence (incl. Robotics), Theory of Computation, Programming Languages Compilers Interpreters, Quantum Physics
- Series: Genetic Programming 7
- Year: 2004
- Publisher: Springer US
- Edition: 1
- Language: English
- pdf
Automatic Quantum Computer Programming provides an introduction to quantum computing for non-physicists, as well as an introduction to genetic programming for non-computer-scientists. The book explores several ways in which genetic programming can support automatic quantum computer programming and presents detailed descriptions of specific techniques, along with several examples of their human-competitive performance on specific problems. Source code for the author’s QGAME quantum computer simulator is included as an appendix, and pointers to additional online resources furnish the reader with an array of tools for automatic quantum computer programming.
Automatic Quantum Computer Programming provides an introduction to quantum computing for non-physicists, as well as an introduction to genetic programming for non-computer-scientists. The book explores several ways in which genetic programming can support automatic quantum computer programming and presents detailed descriptions of specific techniques, along with several examples of their human-competitive performance on specific problems. Source code for the author’s QGAME quantum computer simulator is included as an appendix, and pointers to additional online resources furnish the reader with an array of tools for automatic quantum computer programming.
Automatic Quantum Computer Programming provides an introduction to quantum computing for non-physicists, as well as an introduction to genetic programming for non-computer-scientists. The book explores several ways in which genetic programming can support automatic quantum computer programming and presents detailed descriptions of specific techniques, along with several examples of their human-competitive performance on specific problems. Source code for the author’s QGAME quantum computer simulator is included as an appendix, and pointers to additional online resources furnish the reader with an array of tools for automatic quantum computer programming.
Content:
Front Matter....Pages i-xi
The Power of Quantum Computing....Pages 1-12
Quantum Computer Simulation....Pages 13-22
Quantum Computer Programming....Pages 23-35
Genetic and Evolutionary Computation....Pages 37-42
Genetic Programming....Pages 43-54
Evolution of Complex Programs....Pages 55-73
Evolution of Quantum Programs....Pages 75-85
Evolved Quantum Programs....Pages 87-121
Conclusions and Prospects....Pages 123-125
Back Matter....Pages 127-153
Automatic Quantum Computer Programming provides an introduction to quantum computing for non-physicists, as well as an introduction to genetic programming for non-computer-scientists. The book explores several ways in which genetic programming can support automatic quantum computer programming and presents detailed descriptions of specific techniques, along with several examples of their human-competitive performance on specific problems. Source code for the author’s QGAME quantum computer simulator is included as an appendix, and pointers to additional online resources furnish the reader with an array of tools for automatic quantum computer programming.
Content:
Front Matter....Pages i-xi
The Power of Quantum Computing....Pages 1-12
Quantum Computer Simulation....Pages 13-22
Quantum Computer Programming....Pages 23-35
Genetic and Evolutionary Computation....Pages 37-42
Genetic Programming....Pages 43-54
Evolution of Complex Programs....Pages 55-73
Evolution of Quantum Programs....Pages 75-85
Evolved Quantum Programs....Pages 87-121
Conclusions and Prospects....Pages 123-125
Back Matter....Pages 127-153
....