Intelligent systems for automated learning and adaptation emerging trends and applications
Title:
Intelligent systems for automated learning and adaptation emerging trends and applications
Author:
Chiong, Raymond, 1979-
ISBN:
9781605667997
Publication Information:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2010.
Physical Description:
electronic texts (xix, 339 p. : ill.) : digital files.
Contents:
1. Dynamically reconfigurable hardware for evolving bio-inspired architectures / Andres Upegui -- 2. A Lyapunov theory-based neural network approach for face recognition / Li-Minn Ang, King Lim, Kah Seng, Siew Chin -- 3. A self-organizing neural network to approach novelty detection / Marcelo Albertini, Rodrigo Fernandes de Mello -- 4. Efficient training algorithm for neuro-fuzzy network and its application to nonlinear sensor characteristic linearization / Ajoy Palit, Walter Anheier -- 5. A review on evolutionary prototype selection / Salvador García, José Cano, Francisco Herrera -- 6. Evolutionary approaches and their applications to distributed systems / Thomas Weise, Raymond Chiong -- 7. Evolutionary based adaptive user interfaces in complex supervisory tasks / Gary Yen -- 8. Synthesis of analog circuits by genetic algorithms and their optimization by particle swarm optimization / Esteban Tlelo-Cuautle, Ivick Guerra-Gómez, Carlos Reyes-García, Miguel Duarte-Villaseñor -- 9. Statistical analysis of computational intelligence algorithms on a multi-objective filter design problem / Flávio Teixeira, Alexandre Soares Romariz -- 10. Diffusion and emergence in social networks / Akira Namatame -- 11. Ant colony programming / Mariusz Boryczka -- 12. A performance comparison between efficiency and pheromone approaches in dynamic manufacturing scheduling / Paolo Renna
Abstract:
This book presents methodologies, architectures, and approaches on experiential automated learning. This critical mass of sought after research assembles the most intriguing and innovative applications, advancements, and leading studies on the methodology of intellectual computing.
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Electronic Access:
Chapter PDFs via platform: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-60566-798-0