Abstract
In this paper, we present an algorithm that utilizes a quadtree data structure to construct a quadrilateral mesh for a simple polygonal region in which no newly created angle is smaller than \({{18.43}}^{\circ} ({=}\hbox{arctan}(\frac{1}{3}))\) or greater than \({{171.86}}^{\circ} ({=}{{135}}^{\circ} + 2\hbox{arctan}(\frac{1}{3}))\). This is the first known result, to the best of our knowledge, on a direct quadrilateral mesh generation algorithm with a provable guarantee on the angles.





















































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References
Allman DJ (1988) A quadrilateral finite element including vertex rotations for plane elasticity analysis. Int J Numer Methods Eng 26:717–730
Atalay FB, Ramaswami S, Xu D (2008) Quadrilateral meshes with bounded minimum angle. In: Proceedings of the 17th International Meshing Roundtable. Springer, Heidelberg, pp 73–91
Benzley S, Perry E, Merkley K, Clark B, Sjaardema G (1995) A comparison of all hexahedral and all tetrahedral finite element meshes for elastic and elastic-plastic analysis. In: Proceedings of the 4th international meshing roundtable, pp 179–192
Bern M, Eppstein D (1997) Quadrilateral meshing by circle packing. In: 6th IMR, pp 7–19
Bern M, Eppstein D, Gilbert J (1994) Provably good mesh generation. J Comp Sys Sci 48:384–409
Blacker T, Stephenson M (1991) Paving: a new approach to automated quadrilateral mesh generation. Int J Numer Methods Eng 32(4):811–847
Brauer, JR (eds) (1993) What every engineer should know about finite element analysis, 2nd edition. Marcel-Dekker, NY
Cheng S-W, Dey T, Ramos E, Ray T (2004) Quality meshing for polyhedra with small angles. In: Proceedings 20th annual symposium on computational geometry
Chew LP (1993) Guaranteed-quality mesh generation for curved surfaces. In: Proceedings of the 9th ACM symposium on computational geometry, pp 274–280
Chew LP (1997) Guaranteed-quality delaunay meshing in 3d. In: Proceedings of the 13th ACM symposium on computational geometry, pp 391–393
Edelsbrunner H (1987) Algorithms in combinatorial geometry. Springer, Berlin
Everett H, Lenhart W, Overmars M, Shermer T, Urrutia J (1992) Strictly convex quadrilaterilizations of polygons. In: Proceedings 4th Canadian conference on computational geometry, pp 77–82
Hine S, Atalay FB, Xu D, Ramaswami S (2009) Video: quadrilateral meshes with bounded minimum angle. In: Proceedings 25th ACM symposium on computational geometry (SoCG 2009), pp 90–91
Robinson J (1987) Cre method of element testing and the jacobian shape parameters. Eng Comput 4:113–118
Johnston BP, Sullivan JM, Kwasnik A (1991) Automatic conversion of triangular finite meshes to quadrilateral elements. Int J Numer Methods Eng 31(1):67–84
Knupp Patrick M (2000) Achieving finite element mesh quality via optimization of the jacobian matrix norm and associated quantities. Part i—a framework for surface mesh optimization. Int J Numer Methods Eng 48:401–420
Miller GL, Talmor D, Teng S-H, Walkington N (1995) A delaunay based numerical method for three dimensions: Generation, formulation, and partition. In: Proceedings of the 27th ACM symposium on the theory of computing, pp 683–692
Mitchell S, Vavasis S (1992) Quality mesh generation in three dimensions. In: Proceedings of the 8th annual symposium on computational geometry, pp 212–221
Ramaswami S, Siqueira M, Sundaram T, Gallier J, Gee J (2005) Constrained quadrilateral meshes of bounded size. Int J Comput Geom Appl 15(1):55–98 (invited to special issue of selected papers from the 12th IMR)
Shewchuk J (2002) Constrained Delaunay tetrahedralizations and provably good boundary recovery. In: Proceedings of the 11th international meshing roundtable, pp 193–204
Shewchuk JR (1996) Triangle: engineering a 2D quality mesh generator and Delaunay triangulator. In: Applied computational geometry: towards geometric engineering. LNCS, vol 1148
Zienkiewicz OC, Taylor RL (1989) The finite element method. McGraw-Hill, NY
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The authors would like to thank anonymous reviewers for helpful comments that served to significantly improve the presentation in the paper.
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Atalay, F.B., Ramaswami, S. & Xu, D. Quadrilateral meshes with provable angle bounds. Engineering with Computers 28, 31–56 (2012). https://doi.org/10.1007/s00366-011-0215-0
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DOI: https://doi.org/10.1007/s00366-011-0215-0