Computational Intelligence: A Compendium
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...
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| Language: | English |
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Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2008.
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| Edition: | 1st ed. 2008. |
| Series: | Studies in Computational Intelligence,
115 |
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| Online Access: | https://doi.org/10.1007/978-3-540-78293-3 |
Table of Contents:
- 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.