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Quantum Simulation Quantum Optimization Variational Hybrid Quantum Algorithms Entanglement Theory Quantum Correlations

Optimizing decision making for soccer line-up by a quantum annealer

arXiv
Authors: Aitzol Iturrospe

Year

2021

Paper ID

40361

Status

Preprint

Abstract Read

~2 min

Abstract Words

83

Citations

N/A

Abstract

In this paper an application of D-Wave Systems quantum annealer for optimizing initial line-up of a soccer team is presented. Players and their playing position are selected to maximize the sum of players ratings for both a 4-3-3 attack formation and a 4-2-3-1 medium defensive formation. The problem is stated as a binary quadratic model (BQM) and it is solved in a D-Wave Leap Hybrid Solver. Results are presented and compared with already published results obtained with a classical solver.

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