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Clustering is often viewed as a synonym of techniques used to reveal the structure in data. The inherent geometrical diversity of data is a strong motivating factor to search for geometrically flexible clusters design supported by the clustering algorithms. In this study, we introduce a concept of geometrically variable fuzzy clustering (making use of Fuzzy C-Means, FCM), in which the fuzzification...
Intelligent optimization is a vibrant area of investigation, with some of the widely known and used approaches being Genetic Algorithm, Ant Colony Optimization and Particle Swarm Optimization Algorithm. An inversion algorithm for the reconstruction of natural crack shape from eddy current testing signals is developed by using an artificial neural network based forward model and intelligent inversion...
The batwing antenna is widely used at UHF frequencies, and typically has a 1.1:1 VSWR bandwidth of 30% or more. Particle swarm optimization was used to design HF versions of the antennas, which demonstrate a similarly wide VSWR bandwidth.
This paper presents a new approach to detect points of interest in an image. It uses swarm intelligence to detect centers of objects which are considered as points of high interest because many of psychological works state that the symmetry attracts the attention of human visual system. This fact led to the choice of symmetric objects' centers as points having a high visual interest and then used...
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