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A User’s View of Solving Stiff Ordinary Differential Equations
Author(s) -
L. F. Shampine,
C. W. Gear
Publication year - 1979
Publication title -
siam review
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 4.683
H-Index - 120
eISSN - 1095-7200
pISSN - 0036-1445
DOI - 10.1137/1021001
Subject(s) - ordinary differential equation , stiff equation , class (philosophy) , computer science , l stability , mathematics , backward differentiation formula , differential equation , explicit and implicit methods , exact differential equation , calculus (dental) , collocation method , mathematical analysis , artificial intelligence , medicine , dentistry
This paper aims to assist the person who needs to solve stiff ordinary differential equations.First we identify the problem area and the basic difficulty by responding to some fundamental questions: Why is it worthwhile to distinguish a special class of problems termed “stiff”? What are stiff problems? Where do they arise? How can we recognize them?Second we describe the characteristics shared by methods for the numerical solution of stiff problems. These characteristics have important implications as to the convenience and efficiency of solution of even routine problems. Understanding them is indispensable to the assembling of codes for the very efficient solution of special problems or for solving exceptionally large problems at all.Third we shall briefly discuss what is meant by “solving” a differential equation numerically and what might be reasonably expected in the case of stiff problems.

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