Assessment of building performance using computational intelligence: Focus on the disabled and elderly

The care for the elderly and people with disability increasingly demand more ingenuity to undertake, especially as it relates to the built environment. The impact of the physical environment on health has been widely documented. The knowledge of the special needs/preferences of this vulnerable group of users (people suffering from Alzheimer,...

Towards computer-based perception by modeling visual perception: A probalistic theory

Studies on computer-based perception by vision modelling are described. The visual perception is mathematically modelled where the model receives and interprets visual data from the environment. The perception is defined in probabilistic terms so that it is in the same way quantified. Human visual perception mimicked by means of a computer is an...

Fusion of perceptions for perceptual robotics

Fusion of perception information for perceptual robotics is described. The visual perception is mathematically modelled as a probabilistic process obtaining and interpreting visual data from an environment. The visual data is processed in a multiresolutional form via wavelet transform and optimally estimated via extended Kalman filtering in each...

The analytical hierarchy process applied for design analysis

Being an intelligent activity, design is a complex process to accomplish. The complexity stems from the elusive character of this activity, which cannot be explained in precise terms, in general. In a design process, the determined relationships among the design elements provide important information to understand the role of each element with...

RBF networks with mixed radial basis functions

After the introduction to neural network technology as multivariable function approximation, radial basis function (RBF) networks have been studied in many different aspects in recent years. From the theoretical viewpoint, approximation and uniqueness of the interpolation is studied and it has been established that RBF network can approximate...