Principled Evolutionary Algorithm Search Operator Design and the Kernel Trick

Azad, R. Muhammad Atif and Lane, Fergal and Ryan, Conor (2016) Principled Evolutionary Algorithm Search Operator Design and the Kernel Trick. In: IEEE Symposium on Model Based Evolutionary Algorithms (IEEE MBEA'16). IEEE. ISBN 978-1-5090-4240-1

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Abstract

Configuring an Evolutionary Algorithm (EA) can be a haphazard and inefficient process. An EA practitioner may have to choose between a plethora of search operator types and other parameter settings. In contrast, the goal of EA principled design is a more streamlined and systematic design methodology, which first seeks to better understand the problem domain, and only then uses such acquired insights to guide the choice of parameters and operators.

Item Type:	Book Section
Identification Number:	10.1109/SSCI.2016.7850204
Dates:	Date Event 2016 Published
Subjects:	CAH11 - computing > CAH11-01 - computing > CAH11-01-01 - computer science
Divisions:	Faculty of Computing, Engineering and the Built Environment > College of Engineering
Depositing User:	Oana-Andreea Dumitrascu
Date Deposited:	09 Jun 2017 12:27
Last Modified:	20 Jun 2024 11:51
URI:	https://www.open-access.bcu.ac.uk/id/eprint/4588

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