Symmetry breaking constraints for packing unequal circles into a minimal outer circle

Abstract The paper addresses the problem of packing pairwise unequal circles into the circle of minimal radius centered at the origin. This problem with an additional balance condition is considered as well. The corresponding optimization models are highly nonconvex. Symmetry breaking constraints are developed to reduce the number of solutions. It is proved that these additional linear constraints avoid solutions coming from rotations and certain reflections. In addition, problems with subsets of equally sized circles are dealt with as well. Computational experiments based on small benchmark instances demonstrate significant savings in runtime for the global solver BARON if models with symmetry breaking constraints are employed.

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Publication Details

Journal
Journal of Global Optimization
Published
2026-01-12
DOI
https://doi.org/10.1007/s10898-025-01584-4
Primary Topic
Optimization and Packing Problems
Type
article
Field-Weighted Citation Impact
0.00

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article

Symmetry breaking constraints for packing unequal circles into a minimal outer circle

A. W. Fischer, Tetyana Romanova, Stanislav Tyvodar, Petro Stetsyuk
Journal of Global Optimization
Optimization and Packing Problems
article

Symmetry breaking constraints for packing unequal circles into a minimal outer circle

A. W. Fischer, Tetyana Romanova, Stanislav Tyvodar, Petro Stetsyuk
article en

Abstract

Abstract The paper addresses the problem of packing pairwise unequal circles into the circle of minimal radius centered at the origin. This problem with an additional balance condition is considered as well. The corresponding optimization models are highly nonconvex. Symmetry breaking constraints are developed to reduce the number of solutions. It is proved that these additional linear constraints avoid solutions coming from rotations and certain reflections. In addition, problems with subsets of equally sized circles are dealt with as well. Computational experiments based on small benchmark instances demonstrate significant savings in runtime for the global solver BARON if models with symmetry breaking constraints are employed.

Journal of Global Optimization
Kharkiv National University of Radio Electronics (UA), University of Leeds (GB), National Academy of Sciences of Ukraine (UA), Anatolii Pidhornyi Institute of Power Machines and Systems (UA), V.M. Glushkov Institute of Cybernetics (UA), Uzhhorod National University (UA), Technische Universität Dresden (DE)
Volkswagen Foundation
Openalex Percentile: Top 92%
Optimization and Packing Problems
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Symmetry breaking constraints for packing unequal circles into a minimal outer circle — A. W. Fischer, Tetyana Romanova, et al. · Journal of Global Optimization (2026) | TGRS Research Map | TGRS