brownlee.pdf (79.45 kB)
A multi-objective window optimisation problem
conference contributionposted on 2011-10-07, 14:12 authored by Sandy Brownlee, Jonathan WrightJonathan Wright, Monjur Mourshed
We present an optimisation problem which seeks to locate the Pareto-optimal front of building window and shading designs minimising two objectives: projected energy use of the operational building and its construction cost. This problem is of particular interest because it has many variable interactions and each function evaluation is relatively timeconsuming. It also makes use of a freely-available building simulation program EnergyPlus which may be used in many other building design optimisation problems. We describe the problem and report the results of experiments comparing the performance of a number of existing multi-objective evolutionary algorithms applied to it. We conclude that this represents a promising real-world application area.
- Architecture, Building and Civil Engineering
CitationBROWNLEE., A.E.I., WRIGHT, J.A.and MOURSHED, M., 2011. A multi-objective window optimisation problem. IN: Genetic and Evolutionary Computation Conference (GECCO) 2011, Dublin, Ireland, 12-16th July, 2pp.
Publisher© The Authors
- VoR (Version of Record)
NotesThis is a conference paper.