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In this paper, we present an efficient algorithm for solving optimization problems, which is based on gravitational search algorithm (GSA). In the proposed technique, called Two-Step method, the best solution of position will be considered and calculated with another agents, and the fitness of extended agents are compared with agents in original gravitation field, which can reinforce the exploration...
This paper enhances the hierarchical fuzzy model to deal with the classification problems by adopting evolutionary genetic algorithm (GA) with a modified artificial bee colony (ABC) algorithm. Traditionally, fuzzy classifier could not provide a sufficiently high classification rate in higher feature dimension with few rules. In the literature, the genetic algorithm can take advantage from the global...
An integrated autonomous target acquisition system using a passive sensor suite is presented in this paper. The system configuration and various functional subsystems are described. The emphasis of the paper is placed on the fusion of heterogeneous sensor data which are asynchronous based upon Dempster-Shafer's rule of combination. Preliminary results of target feature analysis, clustering, and classification...
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