Eigenlogic: Interpretable Quantum Observables with applications to Fuzzy Behavior of Vehicular Robots

July 17, 2017 Β· Declared Dead Β· πŸ› Cybernetics and systems

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Authors Zeno Toffano, FranΓ§ois Dubois arXiv ID 1707.05654 Category cs.AI: Artificial Intelligence Citations 3 Venue Cybernetics and systems Last Checked 4 months ago
Abstract
This work proposes a formulation of propositional logic, named Eigenlogic, using quantum observables as propositions. The eigenvalues of these operators are the truth-values and the associated eigenvectors the interpretations of the propositional system. Fuzzy logic arises naturally when considering vectors outside the eigensystem, the fuzzy membership function is obtained by the Born rule of the logical observable.This approach is then applied in the context of quantum robots using simple behavioral agents represented by Braitenberg vehicles. Processing with non-classical logic such as multivalued logic, fuzzy logic and the quantum Eigenlogic permits to enlarge the behavior possibilities and the associated decisions of these simple agents.
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