most citedA Longitudinal Analysis of the CEC Single-Objective Competitions (2010-2024) and Implications for Variational Quantum Optimization

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quant-ph2026

Optimization Landscape Geometry in VQE for Frustrated Quantum Spin Models

Vojtěch Novák, Ivan Zelinka, Swagatam Das +1

We benchmark eight classical optimizers for exact-statevector VQE calculations on a controlled hierarchy of frustrated spin models, ranging from a diagonal Ising glass to transvers…

quant-ph2026★ 1 cited

A Longitudinal Analysis of the CEC Single-Objective Competitions (2010-2024) and Implications for Variational Quantum Optimization

Vojtěch Novák, Tomáš Bezděk, Ivan Zelinka +2

This paper provides a historical analysis of the IEEE CEC Single Objective Optimization competition results (2010-2024). We analyze how benchmark functions shaped winning algorithm…