Spatial and temporal visualisation of evolutionary algorithm decisions in water distribution network optimisation

E Keedwell, M Johns, D Savic - … of the Companion Publication of the …, 2015 - dl.acm.org
Proceedings of the Companion Publication of the 2015 Annual Conference on …, 2015dl.acm.org
Much research has been conducted into the visualisation of objective space and decision
space landscapes. This work moves away from this and investigates a 3D interactive
method for linking EA decisions through time with the design of engineering systems. The
proposed system shows through an intuitive interface, the design space being explored by
the algorithm including decision variable choices, locations that are fixed early on in the
optimisation and those problem areas that are difficult for the algorithm to solve. The paper …
Much research has been conducted into the visualisation of objective space and decision space landscapes. This work moves away from this and investigates a 3D interactive method for linking EA decisions through time with the design of engineering systems. The proposed system shows through an intuitive interface, the design space being explored by the algorithm including decision variable choices, locations that are fixed early on in the optimisation and those problem areas that are difficult for the algorithm to solve. The paper presents a case study in water distribution network design, although the methods described are, in principle, generalisable to other design domains.
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