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ASIAMS
2007
IEEE

Modified Line Search Method for Global Optimization

10 years 7 months ago
Modified Line Search Method for Global Optimization
This paper introduces a modified version of the well known global optimization technique named line search method. The modifications refer to the way in which the direction and the steps are determined. The modified line search technique (MLS) is applied for some global optimization problems. Functions having a high number of dimensions are considered (50 in this case). Results obtained by the proposed method on a set of well known benchmarks are compared to the results obtained by the standard line search method, genetic algorithms and differential evolution. Numerical results show the effectiveness of the proposed approach while compared to the other techniques.
Crina Grosan, Ajith Abraham
Added 02 Jun 2010
Updated 02 Jun 2010
Type Conference
Year 2007
Where ASIAMS
Authors Crina Grosan, Ajith Abraham
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