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

[img]
Preview
Text
OA Princpled-Evolutionary-Search-Operator.pdf - Accepted Version

Download (4MB)

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
Subjects: G400 Computer Science
Divisions: Faculty of Computing, Engineering and the Built Environment
Faculty of Computing, Engineering and the Built Environment > School of Engineering and the Built Environment
Faculty of Computing, Engineering and the Built Environment > School of Engineering and the Built Environment > Advanced Systems Engineering
UoA Collections > UoA11: Computer Science and Informatics
Depositing User: Oana-Andreea Dumitrascu
Date Deposited: 09 Jun 2017 12:27
Last Modified: 11 Oct 2017 07:00
URI: http://www.open-access.bcu.ac.uk/id/eprint/4588

Actions (login required)

View Item View Item

Research

In this section...