Use of Energy-Based Domain Knowledge as Feedback to Evolutionary Algorithms for the Optimization of Water Distribution Networks

Use of Energy-Based Domain Knowledge as Feedback to Evolutionary Algorithms for the Optimization of Water Distribution Networks

The optimization of water distribution networks (WDN) has evolved, requiring approaches that seek to reduce capital costs and maximize the reliability of the system simultaneously. Hence, several evolutionary algorithms, such as the non-dominated sorting-based multi-objective evolutionary algorithm...

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Bibliographic Details
Main Authors: Diego Páez, Camilo Salcedo, Alexander Garzón, María Alejandra González, Juan Saldarriaga
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Water
Subjects:
multi-objective evolutionary algorithm
NSGA-II
optimal power use surface (OPUS)
hypervolume
IGD+
domain knowledge
Online Access:https://www.mdpi.com/2073-4441/12/11/3101

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