Publication | Design Modeling Symposium 2019
Design Loop
Calibration of a Simulation of Productive Congestion Through Real-World Data for Generative Design Frameworks
Abstract
Design Loop: Calibration of a Simulation of Productive Congestion Through Real-World Data for Generative Design Frameworks
Lorenzo Villaggi, James Stoddart, Pan Zhang, Alex Tessier, David Benjamin
Design Modeling Symposium 2019
This paper extends the applicability of generative design for space planning frameworks for ongoing and guided post-occupancy modifications. It involves the comparison of a graph-based productive-congestion simulation with empirical data and the use of a metaheuristic search algorithm to calibrate and fine-tune simulation parameters for greater accuracy. This methodology is demonstrated through a real-world generative designed case-study and the post-occupancy collection and processing of movement data through custom computer vision workflows.
Download publicationRelated Resources
See what’s new.
2023
Autodesk Research Celebrates Earth Day, Every DayA round up of recent posts from the Research Blog highlighting our…
2018
Generative Urban Design: Integration of financial and energy design goals in a generative design workflow for residential neighborhood layoutThis paper demonstrates an application of Generative Design to an…
2019
Project Discover: Workflow for Generative Design in ArchitectureThis project involves the integration of a rule-based geometric…
2023
Putting the “Smart” into the Dar Smart BridgeExamining the materials and sensors needed for large-scale, 3D…
Get in touch
Something pique your interest? Get in touch if you’d like to learn more about Autodesk Research, our projects, people, and potential collaboration opportunities.
Contact us