Human task and disability based automated evaluation of space and design in CAD

Mathew Schwartz, Adara Azeez, Kanisha Patel

Research output: Contribution to journalConference articlepeer-review

1 Scopus citations

Abstract

As data continues to influence every field, including creative ones such as architecture and design, the importance in the type of data increases. Through generative algorithms, or more recently machine learning, the mathematical formulas are designed to reduce, minimize, or optimize certain parameters. These parameters should have a method for evaluation in order to check the generated or created design option. It is this method of evaluating the design that is a critical underlying component that must be researched before implementing mass customized designs from computer algorithms. This paper discuses the use of human factors as an evaluation criteria, with the important assumption: the designed space is meant to be for people. A broad review of various human factors that have been quantified in literature is presented. Additionally, methods for parsing a building design when geometry is not organized, as in the case of BIM, are detailed. Examples of human factors related to designed spaces of various people are given, along with specifics in how the presented evaluation methods can be applied to improving space for people, including some with disabilities.

Original languageEnglish (US)
Pages (from-to)134-141
Number of pages8
JournalSimulation Series
Volume50
Issue number7
StatePublished - Jan 1 2018
Event9th Annual Symposium on Simulation for Architecture and Urban Design, SimAUD 2018 - Delft, Netherlands
Duration: Jun 4 2018Jun 7 2018

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications

Keywords

  • Disability
  • Evaluation
  • Graph
  • Human Factors
  • Python
  • Simulation

Fingerprint Dive into the research topics of 'Human task and disability based automated evaluation of space and design in CAD'. Together they form a unique fingerprint.

Cite this