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Multicriteria Optimization of Paneled Building Envelopes Using Ant Colony Optimization

机译:使用蚁群优化的镶板构建信封的多轨道优化

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Definition of building envelopes is guided by a large number of influences including structural, aesthetic, lighting, energy and acoustic considerations. There is a need to increase design understanding of the tradeoffs involved to create optimized building envelope designs considering multiple viewpoints. This paper presents a proof-of-concept computational design and optimization tool aimed at facilitating the design of optimized panelized building envelopes for lighting performance and cost criteria. A multicriteria ant colony optimization (MACO) method using Pareto filtering is applied. The software Radiance is used to calculate lighting performance. Initial results are presented for a benchmark and project-motivated scenario, a media center in Paris, and show that the method is capable of generating Pareto optimal design archives for up to 11 independent performance criteria. A preliminary GUI for visualizing the Pareto design archives and selecting designs is shown. The results illustrate that for desired values of lighting performance in different internal spaces, there is often a range of possible panel configurations and costs.
机译:建筑信封的定义是由大量影响为指导,包括结构,美学,照明,能源和声学考虑因素。需要提高考虑多个观点的优化构建信封设计所涉及的权衡的设计理解。本文介绍了概念验证计算设计和优化工具,旨在促进优化的面板化建筑包络设计,用于照明性能和成本标准。应用了使用Pareto滤波的多标准蚁群优化(MACO)方法。软件辐射用于计算照明性能。初始结果以基准和项目激励的情况,在巴黎的媒体中心,并表明该方法能够为多达11个独立的性能标准生成Pareto最佳设计档案。显示了用于可视化帕累托设计档案和选择设计的初步GUI。结果说明,对于不同内部空间中的照明性能的所需值,通常存在一系列可能的面板配置和成本。

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