Grobner Basis over Semigroup Algebras: Algorithms and Applications for Sparse Polynomial Systems

被引:6
作者
Bender, Matias R. [1 ]
Faugere, Jean-Charles [1 ]
Tsigaridas, Elias [1 ]
机构
[1] Sorbonne Univ, CNRS, INRIA, Lab Informat Paris 6,LIP6,Equipe PolSys, F-75005 Paris, France
来源
PROCEEDINGS OF THE 2019 ACM INTERNATIONAL SYMPOSIUM ON SYMBOLIC AND ALGEBRAIC COMPUTATION (ISSAC '19) | 2019年
关键词
Grobner Basis; Solving Polynomial System; Mixed Sparse System; Sparse Elimination Theory; Toric Variety; Koszul Complex; CASTELNUOVO-MUMFORD REGULARITY; COMPLEXITY; BASES;
D O I
10.1145/3326229.3326248
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Grobner bases is one the most powerful tools in algorithmic nonlinear algebra. Their computation is an intrinsically hard problem with a complexity at least single exponential in the number of variables. However, in most of the cases, the polynomial systems coming from applications have some kind of structure. We consider sparse systems where the input polynomials have a few non-zero terms. Our approach to exploit sparsity is to embed the systems in a semigroup algebra and to compute Grobner bases over this algebra. Up to now, the algorithms that follow this approach benefit from the sparsity only in the case where all the polynomials have the same sparsity structure, that is the same Newton polytope. We introduce the first algorithm that overcomes this restriction. Under regularity assumptions, it performs no redundant computations. Further, we extend this algorithm to compute Grobner basis in the standard algebra and solve sparse polynomials systems over the torus (C*)(n). The complexity of the algorithm depends on the Newton polytopes.
引用
收藏
页码:42 / 49
页数:8
相关论文
共 36 条
[1]  
[Anonymous], 2002, CBMS Regional Conferences Series
[2]   On the complexity of the F5 Grobner basis algorithm [J].
Bardet, Magali ;
Faugere, Jean-Charles ;
Salvy, Bruno .
JOURNAL OF SYMBOLIC COMPUTATION, 2015, 70 :49-70
[3]   Towards Mixed Grobner Basis Algorithms: the Multihomogeneous and Sparse Case [J].
Bender, Matias R. ;
Faugere, Jean-Charles ;
Tsigaridas, Elias .
ISSAC'18: PROCEEDINGS OF THE 2018 ACM INTERNATIONAL SYMPOSIUM ON SYMBOLIC AND ALGEBRAIC COMPUTATION, 2018, :71-78
[4]   Castelnuovo Mumford regularity with respect to multigraded ideals [J].
Botbol, Nicolas ;
Chardin, Marc .
JOURNAL OF ALGEBRA, 2017, 474 :361-392
[5]  
Canny J., 1993, Applied Algebra, Algebraic Algorithms and Error-Correcting Codes. 10th International Symposium, AAECC-10 Proceedings, P89
[6]  
Chardin M, 2003, NATO SCI SER II MATH, V115, P67
[7]   EXPLOITING CHORDAL STRUCTURE IN POLYNOMIAL IDEALS: A GROBNER BASES APPROACH [J].
Cifuentes, Diego ;
Parrilo, Pablo A. .
SIAM JOURNAL ON DISCRETE MATHEMATICS, 2016, 30 (03) :1534-1570
[8]  
Cox D., 2005, Using Algebraic Geometry
[9]  
Cox D. A., 2011, TORIC VARIETIES, V124
[10]   A survey on signature-based algorithms for computing Grobner bases [J].
Eder, Christian ;
Faugere, Jean-Charles .
JOURNAL OF SYMBOLIC COMPUTATION, 2017, 80 :719-784