Max Planck Institute for Dynamics and Self-Organization -- Department for Nonlinear Dynamics and Network Dynamics Group
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BCCN Sonderseminar

Friday, 26.01.2007 16:15 c.t.

Artidicial Immune Systems

by Dionysios Perdikis
from Aristotle University of Thessaloniki

Contact person: Raoul Martin Memmesheimer

Location

Seminarraum Haus 2, 4. Stock (Bunsenstr.)

Abstract

Artificial Immune Systems (AIS) are a relatively new Computational Intelligence technique inspired by principles, models and mechanisms of the biological immune system. After a short introduction into AIS, two known AIS algorithms, CLONALG and opt-aiNet –inspired by the Clonal Selection Principle and the Immune Network Theory respectively- are tested on high dimenstional optimization problems using a set of benchmark test functions and compared to a classical Genetic Algorithm from the MATLAB toolbox. Their performance is very good indicating that AIS could be very useful in real-world problem solving.

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