Journal of Information Technology in Construction · 2009 · 158 citations · 40 references
Open access
EngineeringAccelerated DesignPerformance-based Building DesignMultidisciplinary Design OptimizationArchitectural EngineeringAec IndustryEducationAdvanced DesignBuilding DesignSustainable DesignCost EngineeringInterdisciplinary DesignSystems EngineeringSpace Systems DesignEngineering Design ProcessDesignA Classroom BuildingAec Mdo ProcessesMultidisciplinary EngineeringArchitectural DesignIntegrated DesignDesign ThinkingAec Case StudyConstruction ManagementEducational DesignConstruction Engineering
SUMMARY: Architecture, Engineering, and Construction (AEC) professionals typically generate and analyze very few design alternatives during the conceptual stage of a project. One primary cause is limitations in the processes and software tools used by the AEC industry. The aerospace industry has overcome similar limitations by using Process Integration and Design Optimization (PIDO) software to support Multidisciplinary Design Optimization (MDO), resulting in a significant reduction to design cycle time as well as improved product performance. This paper describes a test application of PIDO to an AEC case study: the MDO of a classroom building for structural and energy performance. We demonstrate how PIDO can enable orders of magnitude improvement in the number of design cycles typically achieved in practice, and assess PIDO’s potential to improve AEC MDO processes and products.
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Optimization by Simulated Annealing
Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44K citations
Numerical Analysis, Large-scale Global Optimization, Computational Science +15
Engineering Design: A Systematic Approach
Students Quarterly Journal · 1963 · 4.1K citations · Full text