Jun 1, 2016 · This paper provides the technical information required to make the optimization of constrained building design problem as reliable as possible by linking EnergyPlus simulation …

optimized designs for first to third floor and three alternatives for fourth floor in southern zones. For northern façade, three optimized designs were presented. The results illustrated how an …

Oct 7, 2015 · In this study, we combine two techniques (offline simulation and divide and conquer) to effectively improve the run time in these architectural design optimization problems, utilizing …

We use genetic algorithms to reach an optimized choice for building refurbishment. There are three parts in this article. In the first one, we review the existing optimization methods and we …

Optimal selection of the design parameters is carried out using genetic algorithms by coupling the building performance simulation program EnergyPlus with optimization environment. The …

Mar 1, 2010 · The GAINN approach presented in this study first uses a simulation-based Artificial Neural Network (ANN) to characterize building behaviour, and then combines this ANN with a …

Aug 4, 2003 · This paper reviews the basics of GAs, emphasizing multi-objective optimization problems. It then presents several applications, including determining the size and placement …

In this article, we present the development of a simple optimization method based on experiments methods and genetic algorithms. It allows decision makers to establish refurbishment …

Jun 6, 2011 · This article investigates the applicability of a multidisciplinary design optimization (MDO) methodology in building design. MDO methods divide a single system into a group of …

Apr 10, 2025 · This study evaluates the effectiveness of Genetic Algorithms (GAs) for early design optimization, focusing on their ability to find near-optimal solutions within limited timeframes.