A New Paradigm for Heuristic Decision Making, Invited Keynote Talk

Aickelin, Uwe (2004) A New Paradigm for Heuristic Decision Making, Invited Keynote Talk. In: Annual Operational Research Conference 46, York, UK.

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Abstract

Over the last few years, more and more heuristic decision making techniques have been inspired by nature, e.g. evolutionary algorithms, ant colony optimisation and simulated annealing. More recently, a novel computational intelligence technique inspired by immunology has emerged, called Artificial Immune Systems (AIS). This immune system inspired technique has already been useful in solving some computational problems. In this keynote, we will very briefly describe the immune system metaphors that are relevant to AIS. We will then give some illustrative real-world problems suitable for AIS use and show a step-by-step algorithm walkthrough. A comparison of AIS to other well-known algorithms and areas for future work will round this keynote off. It should be noted that as AIS is still a young and evolving field, there is not yet a fixed algorithm template and hence actual implementations might differ somewhat from the examples given here.

Item Type:Conference or Workshop Item (Paper)
Schools/Departments:Faculty of Science > School of Computer Science and Information Technology
ID Code:603
Deposited By:Aickelin, Professor Uwe
Deposited On:17 Oct 2007 14:08
Last Modified:19 Dec 2007 15:09

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