Handbook Of Machine Learning - Volume 2: Optimization And Decision Making by Marwala Tshilidzi;Leke Collins Achepsah;

Author:Marwala Tshilidzi;Leke Collins Achepsah;
Language: eng
Format: epub
ISBN: 9789811205682
Publisher: World Scientific Publishing Company
Published: 2020-11-15T00:00:00+00:00

Chapter 9

Artificial Immune System

Abstract. This chapter is on artificial immune system (AIS) which is a biological metaphor for the human immune system, just like a neural network is based on the way the human brain functions. We describe some basic concepts of the AIS algorithm and the negative selection algorithm which is one of the approaches used to implement the AIS. We apply the algorithm to the missing data problem.

Keywords: Artificial immune system, B-cells, T-cells, missing data, self-substance, non-self substance.

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