Fitness landscapes and distance metrics for model-based leakage localization

This paper aims to investigate the effect of distance metrics on the fitness landscape for model-based leakage localization and its impact on the performance of the differential evolution optimization algorithm applied to a theoretical water distribution network from literature.

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Vydáno v:Conference on Control and Fault-Tolerant Systems (Print) s. 343 - 348
Hlavní autoři: Steffelbauer, David B., Fuchs-Hanusch, Daniela
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.09.2016
Témata:
Convergence
Correlation
Euclidean distance
Mathematical model
Optimization
Shape
ISSN:2162-1209
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Shrnutí:This paper aims to investigate the effect of distance metrics on the fitness landscape for model-based leakage localization and its impact on the performance of the differential evolution optimization algorithm applied to a theoretical water distribution network from literature.
ISSN:2162-1209
DOI:10.1109/SYSTOL.2016.7739774