Searched for: author%3A%22Bittermann%2C+M.S.%22
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document
Bittermann, M.S. (author), Ciftcioglu, O. (author)
Studies on computer-based visual perception and aesthetical judgment for architectural design are presented. In the model, both color and the geometric aspects of human vision are jointly taken into account, quantifying the perception of an individual object, as well as a scene consisting of several objects. This is accomplished by fuzzy neural...
conference paper 2016
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Ciftcioglu, O. (author), Bittermann, M.S. (author)
Comprehension of aesthetical color characteristics based on a computational model of visual perception and color cognition are presented. The computational comprehension is manifested by the machine’s capability of instantly assigning appropriate colors to the objects perceived. They form a scene with aesthetically pleasing characteristics. The...
conference paper 2016
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Bittermann, M.S. (author), Ciftcioglu, O. (author)
Demonstrative results of a probabilistic constraint handling approach that is exclusively using evolutionary computation are presented. In contrast to other works involving the same probabilistic considerations, in this study local search has been omitted, in order to assess the necessity of this deterministic local search procedure in...
conference paper 2016
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Ciftcioglu, O. (author), Bittermann, M.S. (author), Datta, R (author)
A robust probabilistic constraint handling approach in the framework of joint evolutionary-classical optimization has been presented earlier. In this work, the<br/>theoretical foundations of the method are presented in detail. The method is known as bi-objective method, where the conventional penalty function approach is implemented. The present...
conference paper 2016
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Ciftcioglu, O. (author), Bittermann, M.S. (author)
A method for fusion of perceptions is presented. It is based on probabilistic treatment of perception, where perception quantifies the chance an unbiased observer sees an environmental object, and the associated probability can be interpreted as degree of awareness for the object. The approach uniquely accounts for the fact that final...
conference paper 2013
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Bittermann, M.S. (author), Ciftcioglu, O. (author)
A method for quantifying ambient surveillance is presented, which is based on probabilistic-possibilistic perception. The human surveillance of a scene through observing camera sensed images on a monitor is modeled in three steps. First immersion of the observer is simulated by modeling perception of the scene from the camera locations using...
conference paper 2013
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Bittermann, M.S. (author), Ciftcioglu, O. (author)
A method for quantifying ambient surveillance is presented, which is based on probabilistic-possibilistic perception. The human surveillance of a scene through observing camera sensed images on a monitor is modeled in three steps. First immersion of the observer is simulated by modeling perception of the scene from the camera locations using...
conference paper 2013
document
Ciftcioglu, O. (author), Bittermann, M.S. (author)
A method for fusion of perceptions is presented. It is based on probabilistic treatment of perception, where perception quantifies the chance an unbiased observer sees an environmental object, and the associated probability can be interpreted as degree of awareness for the object. The approach uniquely accounts for the fact that final...
conference paper 2013
document
Datta, R. (author), Bittermann, M.S. (author), Deb, K. (author), Ciftcioglu, O. (author)
conference paper 2012
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Bandaru, S. (author), Bittermann, M.S. (author), Deb, K. (author)
Decision-making tasks sometimes involve soft objectives. They are soft in the sense that they contain uncertainty, imprecision or vagueness. For example, decisions on built environment aim to maximize comfort or other experiential qualities. Pareto-optimal solutions to such problems can be found using multi-objective evolutionary search together...
report 2011
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Bittermann, M.S. (author)
Design is complex. This is because it involves conflicting goals that are often vague. Also, prior to the design it is generally not clear how important goals are relative to each other. And finally the amount of possible solutions is large in general. These bottlenecks are addressed in this thesis. A novel approach for design is proposed, where...
doctoral thesis 2009
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Bittermann, M.S. (author), Ciftcioglu, O. (author), Sariyildiz, I.S. (author)
A cognitive system is presented, which is based on coupling a multi-objective evolutionary algorithm with a fuzzy information processing system. The aim of the system is to identify optimal solutions for multiple criteria that involve linguistic concepts, and to systematically identify a most suitable solution among the alternatives. The...
conference paper 2009
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Ciftcioglu, O. (author), Bittermann, M.S. (author)
An innovative neural fuzzy system is considered for cognitive design using a neural tree structure with nodes of neuronal type, where Gaussian function plays the role of membership function. The total tree structure effectively works as a fuzzy logic system. The structure of the tree is determined by domain knowledge and each node represents an...
conference paper 2008
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Sariyildiz, I.S. (author), Bittermann, M.S. (author), Ciftcioglu, O. (author)
Multi-objective-optimization-based positioning of houses in a residential neighborhood is described. The task is the placement of the buildings in a favorable configuration constrained by two objectives, which are garden performance and visual privacy performance requirements. The method used is evolutionary computation with the Pareto front...
conference paper 2008
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Sariyildiz, I.S. (author), Bittermann, M.S. (author), Ciftcioglu, O. (author)
A novel approach for performance-based design is presented, where Pareto optimality is pursued. Design requirements may contain linguistic information, which is difficult to bring into computation or make consistent their impartial estimations from case to case. Fuzzy logic and soft computing are the essential means to deal with this matter. In...
conference paper 2008
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Ciftcioglu, O. (author), Bittermann, M.S. (author), Sariyildiz, I.S. (author)
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...
conference paper 2006
Searched for: author%3A%22Bittermann%2C+M.S.%22
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