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This paper investigates the topological structure of superpositions (TSS) using Hadamard matrices to explore amplitude amplification and quantum algorithm design without relying on manual parameterization like Grover's operator. The study highlights how complex Hadamard matrices introduce phase properties useful for controlled gates, while graph-theoretic analysis reveals near-isomorphism trends among input states. These findings offer theoretical insights into optimizing quantum circuit structures through matrix properties rather than focusing on consumer applications or general software updates.
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TSS Graphs for Hadamard Matrices: Real vs Complex

arXiv2 min read

arXiv:2609.16813v1 Announce Type: new Abstract: We have observed that Hadamard matrices whether real or complex lead to a dense output of identical probabilities for any given single input state. Complex Hadamard matrices have unusual orders and introduce phase which prove useful when controlled phase transformation gates are used. By taking a superposed combinations of input states, we discovered that the Hadamards generate non-uniform probabilities which is practically significant towards amplitude amplification without the need for manual parameterization like Grover's operator~\cite{grover1996}. A variety of graph theoretic properties are applied to TSS graphs and their trends were explored. Additionally, graphs turn out to be nearly isomorphic for the same set of input states which has potential applications for developing Quantum Algorithms. Keywords: Quantum Algorithms, Hadamard Matrices, Unitary Matrix Approach, Topological Structure of Superpositions (TSS), Graph Theory

Abstract:We have observed that Hadamard matrices whether real or complex lead to a dense output of identical probabilities for any given single input state. Complex Hadamard matrices have unusual orders and introduce phase which prove useful when controlled phase transformation gates are used. By taking a superposed combinations of input states, we discovered that the Hadamards generate non-uniform probabilities which is practically significant towards amplitude amplification without the need for manual parameterization like Grover's operator~\cite{grover1996}. A variety of graph theoretic properties are applied to TSS graphs and their trends were explored. Additionally, graphs turn out to be nearly isomorphic for the same set of input states which has potential applications for developing Quantum Algorithms. Keywords: Quantum Algorithms, Hadamard Matrices, Unitary Matrix Approach, Topological Structure of Superpositions (TSS), Graph Theory

arXiv:2609.16813 [quant-ph]

(or arXiv:2609.16813v1 [quant-ph] for this version)

https://doi.org/10.48550/arXiv.2609.16813 Focus to learn more arXiv-issued DOI via DataCite (pending registration)

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Full text under the publisher's open licence · 220 words

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