Soft Computing Applications in Industry

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Prasad, Bhanu (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Σειρά: Studies in Fuzziness and Soft Computing, 226
• Θέματα: Engineering.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).

Softcomputing techniques play a vital role in the industry. This book presents several important papers contributed by some of the well-known scientists from all over the globe. The application domains discussed in this book include: agroecology, bioinformatics, branched fluid-transport network layo...

Πίνακας περιεχομένων:

• 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 Fault Detection
• 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 for Hazard 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
• A Survey of Artificial Neural Network-Based Modeling in Agroecology
• Software Development Knowledge Management Using Case-Based Reasoning
• Learning from Demonstration and Case-Based Planning for Real-Time Strategy Games
• A CBR System: The Core of an Ambient Intelligence Health Care Application
• Soft Query-Answering Computing in P2P Systems with Epistemically Independent Peers
• Power Distribution System Fault Diagnosis Using Hybrid Algorithm of Fuzzy Classification and Artificial Immune Systems
• Detection of Phishing Attacks: A Machine Learning Approach.