Automatic Quantum Computer Programming: A Genetic Programming Approach

Automatic Quantum Computer Programming: A Genetic Programming Approach (Genetic Programming)

Summary:

Once realized, the potential of large-scale quantum computers promises to radically transform computer science. Despite large-scale international efforts, however, essential questions about the potential of quantum algorithms are still unanswered. Automatic Quantum Computer Programming is an introduction both to quantum computing for non-physicists and 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.


Written for:
Researchers and professionals in the fields of Genetic and Evolutionary Computation, Quantum Computing, and Artificial Intelligence



Table of contents

- The Power of Quantum Computing.
- Quantum Computing Simulation.
- Quantum Computer Programming.
- Genetic and Evolutionary Computation.
- Genetic Programming.
- Evolution of Complex Programs.
- Evolution of Quantum Programs.
- Evolved Quantum Programs.
- Conclusions and Prospects.
- Appendix A.
- QGAME source code.
- References.
- About the Author.
- Index.