A New Efficient Algorithm for Solving Systems of Multivariate Polynomial Equations

نویسندگان

  • Xijin Tang
  • Yong Feng
چکیده

The security of many recently proposed cryptosystems is based on the difficulty of solving large systems of quadratic multivariate polynomial equations. The classical algorithm for solving such a system is Buchberger’s algorithm for constructing Gröbner bases. Another algorithm for solving such a system is XL algorithm. For sparse system, Buchberger’s algorithm benefits from sparsity of the system, but its complexity is impractical and hard to determine. XL could not make a good use of sparse structure of the system, since XL has no good strategy of choosing the multiply monomials. In this paper, based on Extended Dixon Resultants, a new algorithm DR is proposed to solve systems of multivariate polynomial equations. The basic idea of DR is to apply Extended Dixon Resultants method to system of multivariate polynomial equations, by taking x1 . . . xn−1 as variables and xn as parameter. The time complexity of DR technique is evaluated, it seems to be polynomial when the system is sparse and m = n and mixed volume is polynomial. As far as we know, it is the first algorithm which has better behavior than exhaustive search for some sparse systems over large field. Moreover, DR technique is compared with Buchberger’s algorithm and XL technique in this paper. It is shown that DR is far more efficient than Buchberger’s algorithm and XL when m = n. DR is a quite efficient algorithm, it makes a good use of the sparsity of the sparse system. Besides its efficiency, another advantage of DR is that its complexity is easy to determine.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Global optimization of mixed-integer polynomial programming problems: A new method based on Grobner Bases theory

Mixed-integer polynomial programming (MIPP) problems are one class of mixed-integer nonlinear programming (MINLP) problems where objective function and constraints are restricted to the polynomial functions. Although the MINLP problem is NP-hard, in special cases such as MIPP problems, an efficient algorithm can be extended to solve it. In this research, we propose an algorit...

متن کامل

A Trust Region Algorithm for Solving Nonlinear Equations (RESEARCH NOTE)

This paper presents a practical and efficient method to solve large-scale nonlinear equations. The global convergence of this new trust region algorithm is verified. The algorithm is then used to solve the nonlinear equations arising in an Expanded Lagrangian Function (ELF). Numerical results for the implementation of some large-scale problems indicate that the algorithm is efficient for these ...

متن کامل

Numerical solution of a system of fuzzy polynomial equations by modified Adomian decomposition method

In this paper, we present some efficient numerical algorithm for solving system of fuzzy polynomial equations based on Newton's method. The modified Adomian decomposition method is applied to construct the numerical algorithms. Some numerical illustrations are given to show the efficiency of algorithms.

متن کامل

Resolution of Fuzzy Complex Systems of Linear Equations Via Wu's Method

The aim of this paper is to present algebraic method which is called Wu's method to solving fuzzy complex systems of linear equations. Wu's method is used as a solution procedure for solving the crisp polynomial equations system. This algorithm leads to solving characteristic sets that are amenable to easy solution. To illustrate the easy application of the proposed method, numerical examples a...

متن کامل

Efficient Algorithms for Solving Overdefined Systems of Multivariate Polynomial Equations

The security of many recently proposed cryptosystems is based on the difficulty of solving large systems of quadratic multivariate polynomial equations. This problem is NP-hard over any field. When the number of equations m is the same as the number of unknowns n the best known algorithms are exhaustive search for small fields, and a Gröbner base algorithm for large fields. Gröbner base algorit...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • IACR Cryptology ePrint Archive

دوره 2005  شماره 

صفحات  -

تاریخ انتشار 2005