THE BISECTION METHOD IN HIGHER DIMENSIONS

被引:53
作者
WOOD, GR
机构
[1] Mathematics Department, University of Canterbury, Christchurch
关键词
BISECTION; SIMPLEX; GLOBAL OPTIMIZATION; LINEAR CONVERGENCE; ZONOTOPE; TILING;
D O I
10.1007/BF01581205
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Is the familiar bisection method part of some larger scheme? The aim of this paper is to present a natural and useful generalisation of the bisection method to higher dimensions. The algorithm preserves the salient features of the bisection method: it is simple, convergence is assured and linear, and it proceeds via a sequence of brackets whose infinite intersection is the set of points desired. Brackets are unions of similar simplexes. An immediate application is to the global minimisation of a Lipschitz continuous function defined on a compact subset of Euclidean space.
引用
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页码:319 / 337
页数:19
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