JULIE GREENSMITH julie.greensmith@nottingham.ac.uk
Lecturer
The Functional Dendritic Cell Algorithm: A formal specification with Haskell
Greensmith, Julie; Gale, Michael B.
Authors
Michael B. Gale
Abstract
The Dendritic Cell Algorithm (DCA) has been described in a number of different ways, sometimes resulting in incorrect implementations. We believe this is due to previous, imprecise attempts to describe the algorithm. The main contribution of this paper is to remove this imprecision through a new approach inspired by purely functional programming. We use new specification to implement the deterministic DCA in Haskell - the hDCA. This functional variant will also serve to introduce the DCA to a new audience within computer science. We hope that our functional specification will help improve the quality of future DCA related research and to help others understand further its algorithmic properties.
Citation
Greensmith, J., & Gale, M. B. (2017). The Functional Dendritic Cell Algorithm: A formal specification with Haskell. In Proceedings - 2017 IEEE Congress on Evolutionary Computation (CEC 2017) (1787-1794). https://doi.org/10.1109/CEC.2017.7969518
Conference Name | 2017 IEEE Congress on Evolutionary Computation (CEC) |
---|---|
Conference Location | Donostia, San Sebastián, Spain |
Start Date | Jun 5, 2017 |
End Date | Jun 8, 2017 |
Acceptance Date | Mar 6, 2017 |
Online Publication Date | Jul 7, 2017 |
Publication Date | 2017-06 |
Deposit Date | Mar 17, 2017 |
Publicly Available Date | Mar 29, 2024 |
Publisher | Institute of Electrical and Electronics Engineers |
Peer Reviewed | Peer Reviewed |
Pages | 1787-1794 |
Book Title | Proceedings - 2017 IEEE Congress on Evolutionary Computation (CEC 2017) |
ISBN | 9781509046027 |
DOI | https://doi.org/10.1109/CEC.2017.7969518 |
Public URL | https://nottingham-repository.worktribe.com/output/864596 |
Publisher URL | http://ieeexplore.ieee.org/document/7969518/ |
Related Public URLs | http://www.cec2017.org/ |
Additional Information | © 2017 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. Conference published with ISBN 9781509046010 |
Files
CEC17-GG-hDCA_CRC.pdf
(326 Kb)
PDF
You might also like
Migration threshold tuning in the deterministic dendritic cell algorithm
(2019)
Book Chapter
Theoretical formulation and analysis of the deterministic dendritic cell algorithm
(2013)
Journal Article
Quiet in class: classification, noise and the dendritic cell algorithm
(2011)
Journal Article
Downloadable Citations
About Repository@Nottingham
Administrator e-mail: digital-library-support@nottingham.ac.uk
This application uses the following open-source libraries:
SheetJS Community Edition
Apache License Version 2.0 (http://www.apache.org/licenses/)
PDF.js
Apache License Version 2.0 (http://www.apache.org/licenses/)
Font Awesome
SIL OFL 1.1 (http://scripts.sil.org/OFL)
MIT License (http://opensource.org/licenses/mit-license.html)
CC BY 3.0 ( http://creativecommons.org/licenses/by/3.0/)
Powered by Worktribe © 2024
Advanced Search