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A New Verified Optimization Technique for the "Packing Circles in a Unit Square" Problems.

Authors :
Markót, Mihály Csaba
Csendes, Tibor
Source :
SIAM Journal on Optimization. 2005, Vol. 16 Issue 1, p193-219. 27p. 3 Diagrams, 6 Charts.
Publication Year :
2005

Abstract

This paper presents a new verified optimization method for the problem of finding the densest packings of nonoverlapping equal circles in a square. In order to provide reliable numerical results, the developed algorithm is based on interval analysis. As one of the most efficient parts of the algorithm, an interval-based version of a previous elimination procedure is introduced. This method represents the remaining areas still of interest as polygons fully calculated in a reliable way. Currently the most promising strategy of finding optimal circle packing configurations is to partition the original problem into subproblems. Still, as a result of the highly increasing number of subproblems, earlier computer-aided methods were not able to solve problem instances where the number of circles was greater than 27. The present paper provides a carefully developed technique resolving this difficulty by eliminating large groups of subproblems together. As a demonstration of the capabilities of the new algorithm the problems of packing 28, 29, and 30 circles were solved within very tight tolerance values. Our verified procedure decreased the uncertainty in the location of the optimal packings by more than 700 orders of magnitude in all cases. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10526234
Volume :
16
Issue :
1
Database :
Academic Search Index
Journal :
SIAM Journal on Optimization
Publication Type :
Academic Journal
Accession number :
18491379
Full Text :
https://doi.org/10.1137/S1052623403425617