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A generalized Taylor method of order three for the solution of initial value problems in standard and infinity floating-point arithmetic

机译:标准和无穷浮点算术初值问题的通用三阶泰勒方法

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A well-known drawback of algorithms based on Taylor series formulae is that the explicit calculation of higher order derivatives formally is an over-elaborate task. To avoid the analytical computation of the successive derivatives, numeric and automatic differentiation are usually used. A recent alternative to these techniques is based on the calculation of higher derivatives by using the Infinity Computer—a new computational device allowing one to work numerically with infinities and infinitesimals. Two variants of a one-step multi-point method closely related to the classical Taylor formula of order three are considered. It is shown that the new formula is order three accurate, though requiring only the first two derivatives of y(t) (rather than three if compared with the corresponding Taylor formula of order three). To get numerical evidence of the theoretical results, a few test problems are solved by means of the new methods and the obtained results are compared with the performance of Taylor methods of order up to four.
机译:基于泰勒级数公式的算法的一个众所周知的缺点是,形式上显式计算高阶导数是一项繁琐的任务。为了避免对连续导数进行解析计算,通常使用数值和自动微分。这些技术的最新替代方法是基于使用无限计算机(Infinity Computer)的高阶导数的计算,该计算机是一种新的计算设备,可以使无穷和无穷小数值化。考虑了与三阶经典泰勒公式密切相关的单步多点方法的两个变体。结果表明,新公式的精确度是三阶,尽管只需要y(t)的前两个导数(如果与三阶对应的泰勒公式相比,则不需要三阶导数)。为了获得理论结果的数值证据,通过新方法解决了一些测试问题,并将获得的结果与泰勒方法的性能进行了比较,该方法的阶数为4。

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