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20222026
most citedUnbalanced penalization: A new approach to encode inequality constraints of combinatorial problems for quantum optimization algorithms

47 citations · 55 across the 5 of their papers we have counts for

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5 papers

quant-ph2026

A Hybrid Classical-Quantum Approach for Multi-Constrained Location Optimization Problem

Jorge Saavedra-Benavides, J. Alejandro Montanez-Barrera, Alberto Maldonado-Romo +1

The Maximal Covering Location Problem (MCLP) is an NP-hard Combinatorial Optimization Problem (COP) that aims to determine the optimal facility placements that maximize total cover…

quant-ph2024

Quantum Mini-Apps for Engineering Applications: A Case Study

Horia Mărgărit, Amanda Bowman, Krishnageetha Karuppasamy +3

In this work, we present a case study in implementing a variational quantum algorithm for solving the Poisson equation, which is a commonly encountered partial differential equatio…

quant-ph2023

Quantum Block-Matching Algorithm using Dissimilarity Measure

M. Martínez-Felipe, J. Montiel-Pérez, V. Onofre +2

Finding groups of similar image blocks within an ample search area is often necessary in different applications, such as video compression, image clustering, vector quantization, a…

physics.ed-ph2023★ 8 cited

Quantum computing online workshops and hackathon for Spanish speakers: A case study

Alberto Maldonado-Romo, Lia Yeh

We discuss the challenges and findings of organizing an online event in Spanish, consisting of a series of introductory workshops leading up to a quantum hackathon for Latin Americ…

quant-ph2022★ 47 cited

Unbalanced penalization: A new approach to encode inequality constraints of combinatorial problems for quantum optimization algorithms

Alejandro Montanez-Barrera, Dennis Willsch, Alberto Maldonado-Romo +1

Solving combinatorial optimization problems of the kind that can be codified by quadratic unconstrained binary optimization (QUBO) is a promising application of quantum computation…