NP -Hardness of Largest Contained and Smallest Containing Simplices for V- and H-Polytopes

The problem of finding a d -simplex of maximum volume in an arbitrary d -dimensional V -polytope, for arbitrary d , was shown by Gritzmann et al. [GKL] in 1995 to be NP-hard. They conjectured that the corresponding problem for H -polytopes is also NP-hard. This paper presents a unified way of proving the NP-hardness of both these problems. The approach also yields NP-hardness proofs for the problems of finding d -simplices of minimum volume containing d -dimensional V - or H -polytopes. The polytopes that play the key role in the hardness proofs are truncations of simplices. A construction is presented which associates a truncated simplex to a given directed graph, and the hardness results follow from the hardness of detecting whether a directed graph has a partition into directed triangles.

[1]  Gert Vegter,et al.  Minimal circumscribing simplices , 1991 .

[2]  Peter Gritzmann,et al.  Computational complexity of inner and outerj-radii of polytopes in finite-dimensional normed spaces , 1993, Math. Program..

[3]  Peter Gritzmann,et al.  Oracle-polynomial-time approximation of largest simplices in convex bodies , 2000, Discret. Math..

[4]  Victor Klee,et al.  Largest j-simplices in d-cubes: Some relatives of the hadamard maximum determinant problem , 1996 .

[5]  G. Ziegler Lectures on Polytopes , 1994 .

[6]  Peter Gritzmann,et al.  Largest j-Simplices in n-Polytopes , 1994, Universität Trier, Mathematik/Informatik, Forschungsbericht.

[7]  Charles R. Johnson,et al.  Matrix analysis , 1985, Statistical Inference for Engineers and Data Scientists.

[8]  Victor Klee,et al.  Finding the Smallest Triangles Containing a Given Convex Polygon , 1985, J. Algorithms.

[9]  Peter Gritzmann,et al.  Largestj-simplices inn-polytopes , 1995, Discret. Comput. Geom..

[10]  Alok Aggarwal,et al.  An Optimal Algorithm for Finding Minimal Enclosing Triangles , 1986, J. Algorithms.

[11]  Richard M. Karp,et al.  Reducibility among combinatorial problems" in complexity of computer computations , 1972 .

[12]  David M. Mount,et al.  A parallel algorithm for enclosed and enclosing triangles , 1992, Int. J. Comput. Geom. Appl..

[13]  David S. Johnson,et al.  Computers and Intractability: A Guide to the Theory of NP-Completeness , 1978 .

[14]  R. Renner The resolution of a compositional data set into mixtures of fixed source compositions , 1993 .

[15]  Peter Gritzmann,et al.  On the complexity of some basic problems in computational convexity: I. Containment problems , 1994, Discret. Math..

[16]  Marek Lassak,et al.  Parallelotopes of Maximum Volume in a Simplex , 1999, Discret. Comput. Geom..

[17]  J. Boardman Sedimentary facies analysis using imaging spectrometry , 1991 .

[18]  David S. Johnson,et al.  Computers and In stractability: A Guide to the Theory of NP-Completeness. W. H Freeman, San Fran , 1979 .

[19]  Gangsong Leng,et al.  Largest parallelotopes contained in simplices , 2000, Discret. Math..

[20]  Subhash Suri,et al.  Algorithms for minimum volume enclosing simplex in R3 , 2000, SODA '00.

[21]  A F Goetz,et al.  Imaging Spectrometry for Earth Remote Sensing , 1985, Science.