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Application of Interval Newton Method to Solve Nonlinear Equations and Global Optimization

机译:区间牛顿法在求解非线性方程组和全局优化中的应用

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摘要

The basic principle of interval arithmetic and the basic algorithm of the interval Newton methods are introduced.The prototype algorithm can not find any zero in an interval that has zero sometimes,that is,it is instable.So the prototype relaxation procedure is improved in this paper.Additionally,an immediate test of the existence of a solution following branch-and-bound is proposed,which avoids unwanted computations in those intervals that have no solution.The numerical results demonstrat that the improved interval Newton method is superior to prototype algorithm in terms of solution quality,stability and convergent speed.
机译:介绍了区间算术的基本原理和区间牛顿法的基本算法。原型算法有时在具有零的区间中找不到任何零,即不稳定,因此改进了原型松弛程序。此外,提出了分支定界后解的存在性的立即检验,避免了在没有解的区间内进行不必要的计算。数值结果表明,改进的区间牛顿法优于原型算法。解决方案质量,稳定性和收敛速度方面。

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