Interval Analysis in Matlab

نویسندگان

  • G. I. Hargreaves
  • Gareth I. Hargreaves
چکیده

The introduction of fast and efficient software for interval arithmetic, such as the MATLAB toolbox INTLAB, has resulted in the increased popularity of the use of interval analysis. We give an introduction to interval arithmetic and explain how it is implemented in the toolbox INTLAB. A tutorial is provided for those who wish to learn how to use INTLAB. We then focus on the interval versions of some important problems in numerical analysis. A variety of techniques for solving interval linear systems of equations are discussed, and these are then tested to compare timings and accuracy. We consider univariate and multivariate interval nonlinear systems and describe algorithms that enclose all the roots. Finally, we give an application of interval analysis. Interval arithmetic is used to take account of rounding errors in the computation of Viswanath’s constant, the rate at which a random Fibonacci sequence increases.

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

An Efficient Implementation of the SIVIA Algorithm in a High-Level Numerical Programming Language

High-level, numerically oriented programming languages such as Matlab, Scilab or Octave are popular and well-established tools in the scientific and engineering communities. However, their computational efficiency sometimes limits their use in certain areas where intensive numerical computations are required, such as interval analysis. In this paper, we present an efficient implementation of th...

متن کامل

An Efficient Implementation of SIVIA Algorithm in a High-Level Numerical Programming Language

High-level, numerically oriented programming languages such as Matlab, Scilab or Octave are popular and well-established tools in the scientific and engineering communities. However, their computational efficiency sometimes limits their use in certain areas where intensive numerical computations are required, such as interval analysis. In this paper, we present an efficient implementation of th...

متن کامل

INTLAB implementation of an interval global optimization algorithm

We describe a new implementation of an interval optimization algorithm with focus on the software related issues. The algorithm implemented in MATLAB that uses the INTLAB package supporting interval calculations and automatic differentiation solves the bound constrained global optimization problem. The method itself is a simplified version of those interval techniques much investigated in the p...

متن کامل

Implementation of Interval Arithmetic in CORA 2016 (Tool Presentation)

Interval arithmetic can be seen as one of the workhorses for formal verification approaches. The popularity of interval arithmetic stems from the fact that the possible outcomes of almost all frequently occurring mathematical expressions can be bounded. A disadvantage of interval arithmetic is that due to the negligence of dependencies of variables in expressions, results can be overly conserva...

متن کامل

Delay-Range-Dependent Stability Analysis for Continuous Linear System with Interval Delay

This paper studies the problem of delay-range-dependent stability for continuous-time system with interval delay. Based on the dividing of the delay and reciprocally convex combination technique, some new delaydependent stability conditions are derived by constructing a novel Lyapunov functional. These criteria are expressed as a set of linear matrix inequalities (LMIs), which can be checked us...

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:

دوره   شماره 

صفحات  -

تاریخ انتشار 2002