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» On the Convergence of Immune Algorithms
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CDC
2010
IEEE
196views Control Systems» more  CDC 2010»
13 years 3 months ago
Convergence and convergence rate of stochastic gradient search in the case of multiple and non-isolated extrema
The asymptotic behavior of stochastic gradient algorithms is studied. Relying on some results of differential geometry (Lojasiewicz gradient inequality), the almost sure pointconve...
Vladislav B. Tadic
ESA
2003
Springer
99views Algorithms» more  ESA 2003»
14 years 1 months ago
Adversary Immune Leader Election in ad hoc Radio Networks
Abstract. Recently, efficient leader election algorithms for ad hoc radio networks with low time complexity and energy cost have been designed even for the no-collision detection,...
Miroslaw Kutylowski, Wojciech Rutkowski
CEC
2007
IEEE
14 years 3 months ago
Convergence and rate of convergence of a foraging ant model
— We present an ant model that solves a discrete foraging problem. We describe simulations and provide a complete convergence analysis: we show that the ant population computes t...
Amine M. Boumaza, Bruno Scherrer
CEC
2003
IEEE
14 years 1 months ago
AISEC: an artificial immune system for e-mail classification
With the increase in information on the Internet, the strive to find more effective tools for distinguishing between interesting and non-interesting material is increasing. Drawing...
Andrew Secker, Alex Alves Freitas, Jon Timmis
GECCO
2005
Springer
155views Optimization» more  GECCO 2005»
14 years 2 months ago
An artificial immune network for multimodal function optimization on dynamic environments
Multimodal optimization algorithms inspired by the immune system are generally characterized by a dynamic control of the population size and by diversity maintenance along the sea...
Fabrício Olivetti de França, Fernand...