Implementation of novel methods of global and nonsmooth optimization: GANSO programming library

被引：16

作者：

Beliakov, G.

Ugon, J.

机构：

[1] Deakin Univ, Sch Engn & Informat Technol, Geelong, Vic 3217, Australia

[2] Univ Ballarat, Sch Informat Technol & Math Sci, Mt Helen 3353, Australia

来源：

OPTIMIZATION | 2007年 / 56卷 / 5-6期

关键词：

global optimization; nonsinooth optimization; nonlinear programming; millierical optimization;

D O I：

10.1080/02331930701617429

中图分类号：

C93 [管理学]; O22 [运筹学];

学科分类号：

070105 ; 12 ; 1201 ; 1202 ; 120202 ;

摘要：

We discuss the implementation of a number of modern methods of global and nonsmooth continuous optimization, based oil the ideas of Rubinov, in a programming library GANSO. GANSO implements the derivative-free bundle method, the extended cutting ailgle method, dynamical system-based optimization and their various combinations and heuristics. We outline the main ideas behind each method, and report oil the interfacing with Matlab and Maple packages.

引用

页码：543 / 546

页数：4

共 7 条

[1] Cutting angle method and a local search [J].