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2008
IEEE

The population dynamics of Differential Evolution: A mathematical model

9 years 4 months ago
The population dynamics of Differential Evolution: A mathematical model
— Differential Evolution (DE) is well known as a simple and efficient algorithm for global optimization over continuous spaces. This article provides a simple mathematical model of the underlying evolutionary dynamics of a one-dimensional DE. The model relates the search process of DE with the classical gradient descent search and also analyzes the convergence behavior of a DE population, very near to optima.
Sambarta Dasgupta, Arijit Biswas, Swagatam Das, Aj
Added 29 May 2010
Updated 29 May 2010
Type Conference
Year 2008
Where CEC
Authors Sambarta Dasgupta, Arijit Biswas, Swagatam Das, Ajith Abraham
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