Computational Intelligence: A Compendium

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Fulcher, John (Επιμελητής έκδοσης), Jain, L. C. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Σειρά: Studies in Computational Intelligence, 115
• Θέματα: Engineering.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).

Computational Intelligence paradigms have proven effective on real-world problems in virtually all disciplines including Science, Engineering, Business, healthcare, Management and Avionics. This handbook includes contributions from the leading international experts in their respective fields. There...

Πίνακας περιεχομένων:

• Overview, Background
• Computational Intelligence: An Introduction
• Preprocessing, Visualization, Systems Integration
• Data Reduction for Pattern Recognition and Data Analysis
• Topographic Maps for Clustering and Data Visualization
• Complex Systems Paradigms for Integrating Intelligent Systems: A Game Theoretic Approach
• Artificial Intelligence
• Emotional Intelligence: Giving Computers Effective Emotional Skills to Aid Interaction
• Logic and Reasoning
• The Paraconsistent Annotated Logic Program EVALPSN and its Application
• The Data-Oriented Parsing Approach: Theory and Application
• Ontology
• Graph-Based Representation and Reasoning for Ontologies
• An Ontology-Based Intelligent Mobile System for Tourist Guidance
• Intelligent Agents
• Open Source Agent-Based Modeling Frameworks
• Agent-Based Grid Computing
• Decentralized Multi-Agent Clustering in Scale-free Sensor Networks
• Computational Intelligence in Agent-Based Computational Economics
• Fuzzy Systems
• Semantics and Perception of Fuzzy Sets and Fuzzy Mappings
• Evolutionary Multiobjective Design of Fuzzy Rule-Based Classifiers
• Artificial Neural Networks
• Data Mining in QoS-Aware Media Grids
• The Self-Organizing Maps: Background, Theories, Extensions and Applications
• Neural Systems Engineering
• Artificial Brains: An Evolved Neural Net Module Approach
• Evolutionary Approaches
• Evolving Artificial Neural Network Ensembles
• An Order Based Memetic Evolutionary Algorithm for Set Partitioning Problems
• Genetic Programming: An Introduction and Tutorial, with a Survey of Techniques and Applications
• The Particle Swarm Algorithm
• DNA and Immunity-Based Computing
• DNA Computing and its Application
• The Next Generation of Immunity-Based Systems: From Specific Recognition to Computational Intelligence.