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Category: Neural network

Ebook Free Download | Structural Health Monitoring Using Genetic Fuzzy Systems | Structural health monitoring (SHM) has emerged as a prominent research area in recent years because of rising concerns about structural safety, and the need to monitor and extend the life of the existing structure. Structural Health Monitoring Using Genetic Fuzzy Systems describes the process of development and implementation of SHM intelligent use of the system evolution. The use of genetic algorithms to automate the development of fuzzy systems, and makes the method easy to use for problems involving a large number of measurements, location of damage and size of the typical problems such as SHM. continue reading…




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Ebook Free Download | Expert Fuzzy Information Processing | This book discusses the models in the form of expert evaluation of the completeness of semantic space and orthogonal properties (complete orthogonal semantic space). Theoretical and practical studies of several researchers have shown that the space-space experts describe the most appropriate evaluation, and as a result they are often included in a more sophisticated model of intellectual systems for decision making and data analysis. continue reading…

Ebook Free Download | Genetic Algorithms and Fuzzy Multiobjective Optimization (Operations Research Computer Science Interfaces Series) | Genetic algorithms were initially proposed by Holland, his colleagues, and his students at the University of Michigan as stochastic search techniques based on the mechanism of natural selection and natural genetics. Although genetic algorithms were not well-known at the beginning, since the First International Conference on Genetic Algorithms was held at the Carnegie-Mellon University in 1985, an enormous number of articles together with several significant monographs and books have been published, and nowadays, genetic algorithms make a major contribution to optimization, adaptation, and learning in a wide variety of unexpected fields. continue reading…

Ebook Free Download | Fuzzy Neural Network Theory and Application (Series in Machine Perception and Artificial Intelligence) | As information techniques including their theory and applications develop further, the studying objects related have become highly nonlinear and  complicated systems, in which natural linguistic information and data information coexist. continue reading…

Ebook Free Download | Fuzzy Modeling and Genetic Algorithms for Data Mining and Exploration (The Morgan Kaufmann Series in Data Management Systems) | This is a book about using fuzzy logic and evolutionary strategies primarily genetic algorithms to explore the structure of data, understand patterns in data, and create rule-based models from these patterns. As a general approach to exploring and modeling data, it is neither a book on data mining nor a book on expert or decision support systems. Rather, its goal is to provide project managers, business analysts, knowledge engineers, and system developers with a broad spectrum of concepts underlying the use of fuzzy systems and genetic algorithms. continue reading…