A generic functional genetic algorithm

Hawkins, J. and Abdallah, Ali E. (2001) A generic functional genetic algorithm. In: Computer Systems and Applications, ACS/IEEE International Conference. IEEE Conference Publications, pp. 11-17. ISBN 0-7695-1165-1

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Abstract

We present a generic genetic algorithm expressed in the functional programming style, specifically the language Haskell. This is a single, higher order function that can encapsulate the functionality of almost any genetic algorithm, and is accompanied by a library of standard GA components. We demonstrate its flexibility by expressing a number of differing case studies as specific instances of the generic solution.

Item Type:	Book Section
Identification Number:	https://doi.org/10.1109/AICCSA.2001.933945
Date:	2001
Uncontrolled Keywords:	component library, generic functional genetic algorithm, functional programming, Haskell, functional language, higher order function, case studies , Genetic algorithms, Functional programming, Libraries, Information systems, Mathematics, Genetic mutations, Evolutionary computation, Genetic programming
Subjects:	CAH11 - computing > CAH11-01 - computing > CAH11-01-01 - computer science
Divisions:	Faculty of Computing, Engineering and the Built Environment Faculty of Computing, Engineering and the Built Environment > School of Computing and Digital Technology Faculty of Computing, Engineering and the Built Environment > School of Computing and Digital Technology > Cyber Security REF UoA Output Collections > REF2021 UoA11: Computer Science and Informatics
Depositing User:	Oana-Andreea Dumitrascu
Date Deposited:	07 Apr 2017 10:30
Last Modified:	10 Sep 2021 14:25
URI:	http://bcu-test.eprints-hosting.org/id/eprint/4223

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