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Titlebook: Recent Advances on Hybrid Intelligent Systems; Oscar Castillo,Patricia Melin,Janusz Kacprzyk Book 2013 Springer-Verlag Berlin Heidelberg 2

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Optimization of Membership Functions for Type-1 and Type 2 Fuzzy Controllers of an Autonomous Mobile of membership functions of a fuzzy logic controller (FLC) to find the optimal intelligent control for a wheeled autonomous mobile robot. Results of several simulations show that the PSO is able to optimize the type-1 and type 2 FLCs for this specific application.
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Multi-Objective Hierarchical Genetic Algorithm for Modular Neural Network Optimization Using a Granu due to the fact that the dataset is divided into granules or sub modules. The main objective of this method is to know the optimal number of sub modules or granules, but also allow the optimization of the number of hidden layers, number of neurons per hidden layer, error goal and learning algorithm
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An Analysis on the Intrinsic Implementation of the Principle of Justifiable Granularity in Clusterine clusters, each cluster represents a coarse granule, whereas each data point represents a fine granule. All clustering algorithms find these relationships by different means, yet the notion of the principle of justifiable granularity is not considered by any of them, since it is a recent idea in th
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Interval Type-2 Fuzzy System for Image Edge Detection Quality Evaluation Applied to Synthetic and Re images, and consists on an interval type-2 fuzzy system (IT2FS). The inputs for the IT2FS correspond to a combination of parameters representing the most influential characteristics of an edge image according on literature and our previous experience. This new index can be calculated for any edge d
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