Description

Book Synopsis
In this book, we introduce quantum computation and its application to AI. We highlight problem solving and knowledge representation framework. Based on information theory, we cover two main principles of quantum computation — Quantum Fourier transform and Grover search. Then, we indicate how these two principles can be applied to problem solving and finally present a general model of a quantum computer that is based on production systems.

Table of Contents
Computation; Production Systems; Human Problem Solving; Information Theory; Markov Chains; Introduction to Quantum Physics; Computation with Qubits; Discrete Fourier Transform and Quantum Fourier Transform; Order Finding; Quantum Search; Grover's Algorithm and Householder Reflection; Quantum Tree Search; Quantum Problem Solving; General Model of Quantum Computer; Quantum Cognition.

Principles Of Quantum Artificial Intelligence

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A Hardback by Andreas Miroslaus Wichert

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    View other formats and editions of Principles Of Quantum Artificial Intelligence by Andreas Miroslaus Wichert

    Publisher: World Scientific Publishing Co Pte Ltd
    Publication Date: 09/12/2013
    ISBN13: 9789814566742, 978-9814566742
    ISBN10: 9814566748
    Also in:
    Artificial intelligence (AI) Quantum physics

    Description

    Book Synopsis
    In this book, we introduce quantum computation and its application to AI. We highlight problem solving and knowledge representation framework. Based on information theory, we cover two main principles of quantum computation — Quantum Fourier transform and Grover search. Then, we indicate how these two principles can be applied to problem solving and finally present a general model of a quantum computer that is based on production systems.

    Table of Contents
    Computation; Production Systems; Human Problem Solving; Information Theory; Markov Chains; Introduction to Quantum Physics; Computation with Qubits; Discrete Fourier Transform and Quantum Fourier Transform; Order Finding; Quantum Search; Grover's Algorithm and Householder Reflection; Quantum Tree Search; Quantum Problem Solving; General Model of Quantum Computer; Quantum Cognition.

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