article · 2005
CLONAL SELECTION THEORY & CLONALG THE CLONAL SELECTION CLASSIFICATION ALGORITHM (CSCA)
Jason Brownlee, Jason Brownlee
Cited by 0Abstract and details only
Abstract
The vertebrate immune system is a robust and powerful information process system that demonstrates features such as distributed control, parallel processing and adaptation and learning via experience. Artificial Immune Systems (AIS) are machine-learning algorithms that embody some of the principles and attempt to take advantages of the benefits of natural immune systems for use in tackling complex problem domains. The Clonal Selection Algorithm (CLONALG) is one such system inspired by the clonal selection theory of acquired immunity, which has shown success on broad range of engineering problem domains. The focus of this work is the CLONALG algorithm, specifically the techniques history, previous research and algorithm function. In addition, this work seeks to take desirable elements from CLONALG implementations and devise a clonal selection based classification algorithm. Competence with the CLONALG algorithm is demonstrated in terms of theory and application. The algorithm is analysed from the perspective of desirable features for an immune inspired classifier and a number a new clonal selection inspired technique called the Clonal Selection Classification
Cite this paper
Brownlee, J., & Brownlee, J. (2005). CLONAL SELECTION THEORY & CLONALG THE CLONAL SELECTION CLASSIFICATION ALGORITHM (CSCA).
Brownlee, Jason, and Jason Brownlee. “CLONAL SELECTION THEORY & CLONALG THE CLONAL SELECTION CLASSIFICATION ALGORITHM (CSCA).” 2005.
Brownlee, Jason, and Jason Brownlee. 2005. “CLONAL SELECTION THEORY & CLONALG THE CLONAL SELECTION CLASSIFICATION ALGORITHM (CSCA).”
Brownlee, J. and Brownlee, J. (2005) ‘CLONAL SELECTION THEORY & CLONALG THE CLONAL SELECTION CLASSIFICATION ALGORITHM (CSCA)’.
@article{brownlee2005clonal,
title = {{CLONAL SELECTION THEORY & CLONALG THE CLONAL SELECTION CLASSIFICATION ALGORITHM (CSCA)}},
author = {Brownlee, Jason and Brownlee, Jason},
year = {2005}
}Made from the index record. Check names, capitalisation and page numbers against the paper. Need another style? AI for Research has over 10,000.