Visualising the Operation of Evolutionary Algorithms Optimising Water Distribution Network Design Problems
Date
2018-08-29Author
Walker, David
Craven, Matthew
Subject
optimisation water distribution network design visualisation evolutionary computation
Metadata
Show full item recordAbstract
Multi-objective evolutionary algorithms (MOEAs) are well known for their ability to optimise the water distribution network design problem. However, their complex nature often restricts their use to algorithm experts. A method is proposed for visualising algorithm performance that will enable an engineer to compare different optimisers and select the best optimisation approach. Results show that the convergence and preservation of diversity can be shown in a simple visualisation that does not rely on in-depth MOEA experience.
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Publisher
EasyChair
Place of Publication
Palermo, Italy
Journal
https://easychair.org/publications/EPiC/Engineering
Volume
3
Pagination
2250-2240
Conference name
13th International Conference on Hydroinformatics
Start date
2018-07-01
Finish date
2018-07-06
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