Quantum Computing Bible: [3in1] The Definitive Guide to Mastering Complexity and Face Technical Challenges of Tomorrow’s Transformative Technology by Clem Noah D

Author:Clem, Noah D.
Language: eng
Format: epub
Published: 2024-02-13T00:00:00+00:00

Quantum Circuit Model

The quantum circuit model is the predominant framework for designing variational quantum algorithms. In this model, quantum computations are broken down into sequences of fundamental quantum logic gates. The gates are applied to qubits prepared in initial states to perform state evolution and transformations. Measurement at the end of the circuit generates the output. Parameterized circuits have variable coefficients within certain gates that can be tuned to optimize algorithm performance.

Quantum circuit design is key to realizing effective variational algorithms. Architectures must balance expressiveness, trainability, and hardware efficiency. Common design patterns include layered networks of parameterized gates to enact quantum feature maps. Compiling circuits to target hardware while minimizing noise and qubit connectivity constraints is also essential for practical implementations.

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