Softcomputing techniques play a vital role in the industry. This book presents several important papers presented by some of the well-known scientists fromall over the globe. The application domains discussed in this book include: agroecology, bioinformatics, branched fluid-transport network layout design, dam scheduling, data analysis and exploration, detection of phishing attacks, distributed terrestrial transportation, fault detection of motors, fault diagnosis of electronic circuits, fault diagnosis of power distribution systems, flood routing, hazard sensing, health care, industrial chemical processes, knowledge management in software development, local multipoint distribution systems, missing data estimation, parameter calibration of rainfall intensity models, parameter identification for systems engineering, petroleum vessel mooring, query answering in P2P systems, real-time strategy games, robot control, satellite heat pipe design, monsoon rainfall forecasting, structural design, etc. Real-world Applications of Soft Computing in Industry Presents the main techniquesof soft computing such as ant-colony optimization, artificial immune systems,artificial neural networks, Bayesian models, etc. Includes various examples and application domains such as bioinformatics, detection of phishing attacks, distributed terrestrial transportation, fault detection of motors etc. INDICE: From the contents Optimization of Industrial Processes using Improved and Modified Differential Evolution.- Noise-Robust Tool Condition Monitoring in Micro-Milling with Hidden Markov Models.- Dynamically Self-Generated Fuzzy Neural Networks with Industry Applications.- Kernel Estimators in Industrial Applications.- Negative Selection Algorithm with Applications in Motor FaultDetection.- Harmony Search Applications in Industry.- Soft Computing in Bioinformatics: Genomic and Proteomic Applications.- Evolutionary Regression and Neural Imputations of Missing Values.- Glowworm Swarm Optimization Algorithm forHazard Sensing in Ubiquitous Environments using Heterogeneous Agent Swarms.- Self-Organization in Evolution for the Solving of Distributed Terrestrial Transportation Problems.- Statistical Forecasting of Indian Summer Monsoon Rainfall: An Enduring Challenge.- Fault Diagnosis of Electronic Circuits Using Cellular Automata Based Pattern Classifier.
- ISBN: 978-3-540-77464-8
- Editorial: Springer
- Encuadernacion: Cartoné
- Páginas: 500
- Fecha Publicación: 01/02/2008
- Nº Volúmenes: 1
- Idioma: Inglés