Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Self‐organising Floor Plans in Care Homes
In this chapter, the authors explore an optimisation approach applied to spatial layouts in care home building design. They introduce a method for increasing the floor plan efficiency using a self‐organising genetic algorithm (GA). In order to find an optimal spatial configuration, the authors elaborate and test a number of design criteria based on existing literature reviews and interpreted through initial considerations of care home layouts. These are used as objectives in a GA to evaluate the best design solution. The self‐organised floor plan is then used to run a final simulation to observe how residents could use the optimised spaces and to measure the improved efficiency of the new plans. NEAT is a method that allows us to effectively represent topologies to be evolved using a GA. Each solution (or genome) is represented by a series of nodes and a series of connections.
Self‐organising Floor Plans in Care Homes
In this chapter, the authors explore an optimisation approach applied to spatial layouts in care home building design. They introduce a method for increasing the floor plan efficiency using a self‐organising genetic algorithm (GA). In order to find an optimal spatial configuration, the authors elaborate and test a number of design criteria based on existing literature reviews and interpreted through initial considerations of care home layouts. These are used as objectives in a GA to evaluate the best design solution. The self‐organised floor plan is then used to run a final simulation to observe how residents could use the optimised spaces and to measure the improved efficiency of the new plans. NEAT is a method that allows us to effectively represent topologies to be evolved using a GA. Each solution (or genome) is represented by a series of nodes and a series of connections.
Self‐organising Floor Plans in Care Homes
Carta, Silvio (Herausgeber:in) / Carta, Silvio (Autor:in) / St Loe, Stephanie (Autor:in) / Turchi, Tommaso (Autor:in) / Simon, Joel (Autor:in)
Machine Learning and the City ; 171-176
21.05.2022
6 pages
Aufsatz/Kapitel (Buch)
Elektronische Ressource
Englisch
Earth sheltered sun belt homes : 21 floor plans & perspectives
| UB Braunschweig | 1982
| UB Braunschweig | 1988
| TIBKAT | 1988