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Book Categories |
Introduction; Introduction to Optimization; Linear Optimization; Nonlinear Local Optimization; Nonlinear Global Optimization; Unsupervised Learning Techniques; Model Complexity Optimization; Summary of Part I; Introduction to Static Models; Linear, Polynomial, and Look-up Table Models; Neural Networks; Fuzzy and Neuro-Fuzzy Models; Local Linear Neuro-Fuzzy Fundamentals; Local Linear Neuro-Fuzzy Models Advanced Aspects; Summary of Part II; Linear Dynamic System Indentification; Nonlinear Dynamic System Identification; Classical Polynomial Approaches; Dynamic Neural and Fuzzy Models; Dynamic Local Linear Neuro-Fuzzy Models; Neural Networks with Internal Dynamics; Part IV: Applications; Applications of Static Models; Applications of Dynamic Models; Applications of Advanced Methods; Vectors and Matrices; Statistics.
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