A generic functional genetic algorithm

Hawkins, J. and Abdallah, A. 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
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: G400 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
UoA Collections > UoA11: Computer Science and Informatics
Depositing User: Oana-Andreea Dumitrascu
Date Deposited: 07 Apr 2017 10:30
Last Modified: 07 Apr 2017 10:30
URI: http://www.open-access.bcu.ac.uk/id/eprint/4223

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