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The three volume set LNCS 3610, LNCS 3611, and LNCS 3612 constitutes the refereed proceedings of the First International Conference on Natural Computation, ICNC 2005, held in Changsha, China, in August 2005 as a joint event with the Second International Conference on Fuzzy Systems and Knowledge Discovery FSKD 2005 (LNAI volumes 3613 and 3614). The program committee selected 313 carefully revised full papers and 189 short papers for presentation in three volumes from 1887 submissions. The first volume includes all the contributions related to learning algorithms and architectures in neural networks, neurodynamics, statistical neural network models and support vector machines, and other topics in neural network models; cognitive science, neuroscience informatics, bioinformatics, and bio-medical engineering, and neural network applications such as communications and computer networks, expert system and informatics, and financial engineering. The second volume concentrates on neural network applications as pattern recognition and diagnostics, robotics and intelligent control, signal processing and multi-media, and other neural network applications; evolutionary learning, artificial immune systems, evolutionary theory, membrane, molecular, DNA computing, and ant colony systems. The third volume deals with evolutionary methodology, quantum computing, swarm intelligence and intelligent agents; natural computation applications as bioinformatics and bio-medical engineering, robotics and intelligent control, and other applications of natural computation; hardware implementations of natural computation, and fuzzy neural systems as well as soft computing.
This volume presents a collection of research papers from the First International Conference on Natural Computation (ICNC 2005), focusing on evolutionary methodology, quantum computing, swarm intelligence, intelligent agents, and various applications of natural computation. The proceedings, divided into three parts, cover a wide spectrum of topics within natural computation, including theoretical advancements and practical implementations. This specific volume, Part III, delves into the methodologies and applications that bridge computational intelligence with real-world problems, featuring contributions on hardware implementations and fuzzy neural systems.
This volume, as part of the ICNC 2005 proceedings, represents a snapshot of research in natural computation from 2005. The collection of papers likely offers a dense compilation of technical findings for specialists in the field. The scope suggests a focus on theoretical advancements and applied research, catering to academics and researchers actively involved in computational intelligence and its diverse applications.
Page Count:
1326
Publication Date:
2005-08-25
Publisher:
Springer
ISBN-10:
3540318631
ISBN-13:
9783540318637
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