Automatic Quantum Computer Programming

A Genetic Programming Approach

AvLee Spector

Inbunden, Engelska, 2004

Del i serien Genetic Programming

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2004-06-11
Mått:155 x 235 x 11 mm
Vikt:416 g
Format:Inbunden
Språk:Engelska
Serie:Genetic Programming
Antal sidor:153
Upplaga:2004
Förlag:Springer-Verlag New York Inc.
ISBN:9781402078941

Utforska kategorier

Systemvetenskap och AI inom Data och IT

Recensioner i media

From the reviews: "I thoroughly enjoyed this book. It not only introduces quantum computing, but also genetic programming and the author's original genetic programming system "PushGP" which is used to evolve the quantum algorithms discussed in later chapters. The book is comprehensive, with wonderfully clear illustrations and comes with a Lisp-based quantum simulator program. Truly recommended for readers interested in gaining knowledge about exciting frontiers of computer science." (Wolfgang Banzhaf) "The book is very well written. Readers with some background in both genetic programming and quantum computing will be able to read it rapidly. ... Scientific readers with a general interest in exploring automatic quantum programming, will also like this book. ... I have really enjoyed reading this book, it will certainly become a reference book for GP researchers interested to apply genetic programming to search for quantum programs." (Michel Toulouse, Genetic Programming and Evolvable Machines, Vol. 7, 2006)

Innehållsförteckning

The Power of Quantum Computing.- Quantum Computer Simulation.- Quantum Computer Programming.- Genetic and Evolutionary Computation.- Genetic Programming.- Evolution of Complex Programs.- Evolution of Quantum Programs.- Evolved Quantum Programs.- Conclusions and Prospects.