Sensitivity of algorithm parameters and objective function scaling in multi-objective optimisation of water distribution systems

This paper presents an extensive analysis of the sensitivity of multi-objective algorithm parameters and objective function scaling tested on a large number of parameter setting combinations for a water distribution system optimisation problem. The optimisation model comprises two operational object...

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Bibliographic Details
Published in:	Journal of hydroinformatics Vol. 17; no. 6; pp. 891 - 916
Main Authors:	Mala-Jetmarova, Helena, Barton, Andrew, Bagirov, Adil
Format:	Journal Article
Language:	English
Published:	London IWA Publishing 01.11.2015
Subjects:	Algorithms Analysis Computer programs Costs Distribution Drinking water Emission standards Emissions Energy costs Energy measurement Fronts Genetic algorithms Greenhouse gases Hydraulics Mathematical models Multiple objective analysis Mutation Network analysis Objective function Objectives Optimization Parameter sensitivity Parameters Pareto optimum Performance measurement Rehabilitation Scaling Sensitivity analysis Simulation Software Solutions Water distribution Water distribution systems Water engineering Water quality Water quality measurements Water shortages Water supply Australia Switzerland
ISSN:	1464-7141, 1465-1734
Online Access:	Get full text
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