Cover image for Complex System Modelling and Control Through Intelligent Soft Computations
Title:
Complex System Modelling and Control Through Intelligent Soft Computations
Author:
Zhu, Quanmin. editor.
ISBN:
9783319128832
Edition:
1st ed. 2015.
Physical Description:
IX, 863 p. 383 illus., 93 illus. in color. online resource.
Series:
Studies in Fuzziness and Soft Computing, 319
Contents:
Design and Modeling of Anti Wind Up PID Controllers -- A Hybrid Global Optimization Algorithm: Particle Swarm Optimization in Association with a Genetic Algorithm -- Towards Robust Performance Guarantees for Models Learned from High-Dimensional Data -- Expert-Based Method of Integrated Waste Management Systems for Developing Fuzzy Cognitive Map -- Leukocyte Detection through an Evolutionary Method -- PWARX model identification based on clustering approach -- Supplier quality evaluation using a fuzzy multi criteria decision making approach -- Concept Trees: Building Dynamic Concepts from Semi-Structured Data using Nature-Inspired Methods -- Swarm Intelligence Techniques and Their Adaptive Nature with Applications -- Signal Based Fault Detection and Diagnosis for rotating electrical machines: Issues and Solutions -- Modelling Of Intrusion Detection System Using Artificial Intelligence -Evaluation Of Performance Measures -- Enhanced Power System Security Assessment through Intelligent DecisionTrees -- Classification of Normal and Epileptic Seizure EEG Signals based on Empirical Mode Decomposition -- A Rough Set Based Total Quality Management Approach in Higher Education -- Iterative Dual Rational Krylov and Iterative SVD-Dual Rational Krylov Model Reduction for Switched Linear Systems -- Household Electrical Consumption Modeling through Fuzzy Logic Approach -- Modeling,Identification and Control of irrigation station with sprinkling: Takagi- Sugeno approach -- Review and Improvement of Several Optimal Intelligent Pitch Controllers and Estimator of WECS via Artificial Intelligent Approaches -- Secondary and Tertiary Structure Prediction of Proteins: A Bioinformatic Approach -- Approximation of Optimized Fuzzy Logic Controller for Shunt Active Power Filter.-Soft Computing Techniques For Optimal Capacitor Placement -- Advanced Metaheuristics-based Approach for Fuzzy Control Systems Tuning -- Robust Estimation Design for Unknown Inputs Fuzzy Bilinear Models: Application to Faults Diagnosis -- Unit Commitment Optimization Using Gradient-Genetic algorithm and Fuzzy logic approaches -- Impact of Hardware/Software Partitioning and MicroBlaze FPGA Configurations on the Embedded Systems Performances -- A Neural Approach to Cursive Handwritten Character Recognition using Features Extracted from Binarization Technique -- System Identification Technique and Neural Networks for Material Lifetime Assessment Application -- Measuring Software Reliability: A Trend using Machine Learning Techniques -- Hybrid Metaheuristic Approach for Scheduling of Aperiodic OS Tasks.
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