Mumford, Christine L.
Computational Intelligence
I. Introduction
1. Synergy in Computational Intelligence
Christine L. Mumford
2. Computational Intelligence: The Legacy of Alan Turing and John von Neumann
Heinz Mühlenbein
II. Fusing Evolutionary Algorithms and Fuzzy Logic
3. Multiobjective Evolutionary Algorithms for Electric Power Dispatch Problem
Mohammad A. Abido
4. Fuzzy Evolutionary Algorithms and Genetic Fuzzy Systems: A Positive Collaboration between Evolutionary Algorithms and Fuzzy Systems
F. Herrera, M. Lozano
5. Multiobjective Genetic Fuzzy Systems
Hisao Ishibuchi, Yusuke Nojima
III. Adaptive Solution Schemes
6. Exploring Hyper-heuristic Methodologies with Genetic Programming
Edmund K. Burke, Mathew R. Hyde, Graham Kendall, Gabriela Ochoa, Ender Ozcan, John R. Woodward
7. Adaptive Constraint Satisfaction: The Quickest First Principle
James E. Borrett, Edward P. K. Tsang
IV. Multi-agent Systems
8. Collaborative Computational Intelligence in Economics
Shu-Heng Chen
9. IMMUNE: A Collaborating Environment for Complex System Design
Mahmoud Efatmaneshnik, Carl Reidsema
10. Bayesian Learning for Cooperation in Multi-Agent Systems
Mair Allen-Williams, Nicholas R. Jennings
11. Collaborative Agents for Complex Problems Solving
Minjie Zhang, Quan Bai, Fenghui Ren, John Fulcher
V. Computer Vision
12. Predicting Trait Impressions of Faces Using Classifier Ensembles
Sheryl Brahnam, Loris Nanni
13. The Analysis of Crowd Dynamics: From Observations to Modelling
B. Zhan, P. Remagnino, D. N. Monekosso, S. Velastin
VI. Communications for CI Systems
14. Computational Intelligence for the Collaborative Identification of Distributed Systems
Giorgio Biagetti, Paolo Crippa, Francesco Gianfelici, Claudio Turchetti
15. Collaboration at the Basis of Sharing Focused Information: The Opportunistic Networks
Bruno Apolloni, Guglielmo Apolloni, Simone Bassis, Gian Luca Galliani, Gianpaolo Rossi
VII. Artificial Immune Systems
16. Exploiting Collaborations in the Immune System: The Future of Artificial Immune Systems
Emma Hart, Chris McEwan, Despina Davoudani
VIII. Parallel Evolutionary Algorithms
17. Evolutionary Computation: Centralized, Parallel or Collaborative
Heinz Mühlenbein
IX. CI for Clustering and Classification
18. Fuzzy Clustering of Likelihood Curves for Finding Interesting Patterns in Expression Profiles
Claudia Hundertmark, Lothar Jänsch, Frank Klawonn
19. A Hybrid Rule-Induction/Likelihood-Ratio Based Approach for Predicting Protein-Protein Interactions
Mudassar Iqbal, Alex A. Freitas, Colin G. Johnson
20. Improvements in Flock-Based Collaborative Clustering Algorithms
Esin Saka, Olfa Nasraoui
21. Combining Statistics and Case-Based Reasoning for Medical Research
Rainer Schmidt, Olga Vorobieva
22. Collaborative and Experience-Consistent Schemes of System Modelling in Computational Intelligence
Witold Pedrycz
Keywords: Engineering, Appl.Mathematics/Computational Methods of Engineering, Artificial Intelligence (incl. Robotics), Applications of Mathematics
- Author(s)
- Mumford, Christine L.
- Jain, Lakhmi C.
- Publisher
- Springer
- Publication year
- 2009
- Language
- en
- Edition
- 1
- Series
- Intelligent Systems Reference Library
- Category
- Technology, Energy, Traffic
- Format
- Ebook
- eISBN (PDF)
- 9783642017995