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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 (editor) / Carta, Silvio (author) / St Loe, Stephanie (author) / Turchi, Tommaso (author) / Simon, Joel (author)
Machine Learning and the City ; 171-176
2022-05-21
6 pages
Article/Chapter (Book)
Electronic Resource
English
Earth sheltered sun belt homes : 21 floor plans & perspectives
UB Braunschweig | 1982
|UB Braunschweig | 1988
|TIBKAT | 1988
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