On the impact of symmetry-breaking constraints on spatial Branch-and-Bound for circle packing in a square

被引:17
|
作者
Costa, Alberto [1 ]
Hansen, Pierre [1 ,2 ]
Liberti, Leo [1 ]
机构
[1] Ecole Polytech, LIX, F-91128 Palaiseau, France
[2] HEC, GERAD, Montreal, PQ H3T 2A7, Canada
关键词
Symmetry; Reformulation; Narrowing; Circle packing; Nonconvex NLP; GLOBAL OPTIMIZATION; EQUAL CIRCLES; ALGORITHM; GRAPHS;
D O I
10.1016/j.dam.2012.07.020
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We study the problem of packing equal circles in a square from the mathematical programming point of view. We discuss different formulations, we analyze formulation symmetries, we propose some symmetry breaking constraints and show that not only do they tighten the convex relaxation bound, but they also ease the task of local NLP solution algorithms in finding feasible solutions. We solve the problem by means of a standard spatial Branch-and-Bound implementation, and show that our formulation improvements allow the algorithm to find very good solutions at the root node. (c) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:96 / 106
页数:11
相关论文
共 50 条
  • [11] Branch-and-bound algorithm for the maximum triangle packing problem
    Abdelsadek, Youcef
    Herrmann, Francine
    Kacem, Imed
    Otjacques, Benoit
    COMPUTERS & INDUSTRIAL ENGINEERING, 2015, 81 : 147 - 157
  • [12] SPATIAL INSTABILITIES AND SYMMETRY-BREAKING IN LASERS
    NARDUCCI, LM
    OPPO, GL
    TREDICCE, JR
    LUGIATO, LA
    PRATI, F
    COHERENCE AND QUANTUM OPTICS VI, 1989, : 799 - 808
  • [13] SYMMETRY-BREAKING AND RANDOM WAVES FOR MAGNETIC SYSTEMS ON A CIRCLE
    EISELE, T
    ELLIS, RS
    ZEITSCHRIFT FUR WAHRSCHEINLICHKEITSTHEORIE UND VERWANDTE GEBIETE, 1983, 63 (03): : 297 - 348
  • [14] SYMMETRY-BREAKING AND SYMMETRY RESTORING IN IONS OF LOOSELY BOUND SYSTEMS
    TARANTELLI, F
    CEDERBAUM, LS
    CAMPOS, P
    JOURNAL OF CHEMICAL PHYSICS, 1989, 91 (11): : 7039 - 7047
  • [15] Deterministic upper bounds for spatial branch-and-bound methods in global minimization with nonconvex constraints
    Peter Kirst
    Oliver Stein
    Paul Steuermann
    TOP, 2015, 23 : 591 - 616
  • [16] A STRONG CUTTING PLANE BRANCH-AND-BOUND ALGORITHM FOR NODE PACKING
    NEMHAUSER, GL
    SIGISMONDI, G
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1992, 43 (05) : 443 - 457
  • [17] Deterministic upper bounds for spatial branch-and-bound methods in global minimization with nonconvex constraints
    Kirst, Peter
    Stein, Oliver
    Steuermann, Paul
    TOP, 2015, 23 (02) : 591 - 616
  • [18] Learning the Parameters of Global Constraints Using Branch-and-Bound
    Picard-Cantin, Emilie
    Bouchard, Mathieu
    Quimper, Claude-Guy
    Sweeney, Jason
    PRINCIPLES AND PRACTICE OF CONSTRAINT PROGRAMMING (CP 2017), 2017, 10416 : 512 - 528
  • [19] Optimal spatial harvesting strategy and symmetry-breaking
    Kurata, Kazuhiro
    Shi, Junping
    APPLIED MATHEMATICS AND OPTIMIZATION, 2008, 58 (01): : 89 - 110
  • [20] Symmetry-breaking instabilities of spatial parametric solitons
    Physical Review E. Statistical Physics, Plasmas, Fluids, and Related Interdisciplinary Topics, 1997, 56 (5-A pt A):