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A quantum production model


Abstract The production system is a theoretical model of computation relevant to the artificial intelligence field allowing for problem solving procedures such as hierarchical tree search. In this work we explore some of the connections between artificial intelligence and quantum computation by presenting a model for a quantum production system. Our approach focuses on initially developing a model for a reversible production system which is a simple mapping of Bennett’s reversible Turing machine. We then expand on this result in order to accommodate for the requirements of quantum computation. We present the details of how our proposition can be used alongside Grover’s algorithm in order to yield a speedup comparatively to its classical counterpart. We discuss the requirements associated with such a speedup and how it compares against a similar quantum hierarchical search approach.
Year 2012
Keywords Quantum computation; Production system; Artificial intelligence; Tree search; 81P68; 68Q05; 68Q10; 68Q12;Miscellaneous;
Authors Luis Tarrataca, Andreas Wichert
Journal Quantum Information Processing
Volume 11
Number 1
Pages 189-209
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@article { tarrataca12, abstract = {The production system is a theoretical model of computation relevant to the artificial intelligence field allowing for problem solving procedures such as hierarchical tree search. In this work we explore some of the connections between artificial intelligence and quantum computation by presenting a model for a quantum production system. Our approach focuses on initially developing a model for a reversible production system which is a simple mapping of Bennett’s reversible Turing machine. We then expand on this result in order to accommodate for the requirements of quantum computation. We present the details of how our proposition can be used alongside Grover’s algorithm in order to yield a speedup comparatively to its classical counterpart. We discuss the requirements associated with such a speedup and how it compares against a similar quantum hierarchical search approach.}, journal = {Quantum Information Processing}, keywords = {Quantum computation; Production system; Artificial intelligence; Tree search; 81P68; 68Q05; 68Q10; 68Q12;Miscellaneous;}, number = {1}, pages = {189-209}, title = {A quantum production model}, volume = {11}, year = {2012}, author = {Luis Tarrataca and Andreas Wichert} }

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