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Impacts of Problem Scale and Sampling Strategy on Surrogate Model Accuracy An Application of Surrogate-based Optimization in Building Design
Yang, D.; Sun, Y.M.; Di Stefano, D.; Turrin, M.; Sariyildiz, I.S. (IEEE, 2016)Surrogate-based Optimization is a useful approach when the objective function is computationally expensive to evaluate, compared to Simulation-based Optimization. In the surrogate-based method, analytically tractable ... -
Sports Building Envelope Optimization Using Multi-objective Multidisciplinary Design Optimization (M-MDO) Techniques Case of Indoor Sports Building Project in China
Yang, D.; Turrin, M.; Sariyildiz, I.S.; Sun, Y.M. (IEEE, 2015)Sports building envelopes are complex systems involving multiple architectural and engineering performance requirements that are sometimes in conflict with each other. Typically, daylight usage and energy efficiency, as ...
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