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Quantum Portfolio Optimization — From Markowitz to VQE

A comprehensive review exploring the mathematical framework for quantum portfolio optimization, from classical Markowitz mean-variance theory through QUBO formulation to practical Variational Quantum Eigensolver (VQE) implementation. Covers binary encoding of portfolio constraints, computational complexity analysis, and current hardware limitations.

Subjects: Quantum Computing / Portfolio Theory / VQE / QUBO
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Course: Elective

TUC — School of ECE

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