Nature-Inspired Informatics for Intelligent Applications and Knowledge Discovery
Raymond Chiong "Nature-Inspired Informatics for Intelligent Applications and Knowledge Discovery: Implications in Business, Science, and Engineering"
Information Science Reference | English | 2009-07-31 | ISBN: 1605667056 | 500 pages | PDF | 10,6 MB
Information Science Reference | English | 2009-07-31 | ISBN: 1605667056 | 500 pages | PDF | 10,6 MB
Recently, nature has stimulated many successful techniques, algorithms, and computational applications allowing conventionally difficult problems to be solved through novel computing systems.
Nature-Inspired Informatics for Intelligent Applications and Knowledge Discovery: Implications in Business, Science, and Engineering provides the latest findings in nature-inspired algorithms and their applications for breakthroughs in a wide range of disciplinary fields. This defining reference collection contains chapters written by leading researchers and well-known academicians within the field, offering readers a valuable and enriched accumulation of knowledge.
Section I: Introduction
Chapter I: Nature that Breeds Solutions
Section II: Nature-Inspired Solutions in Business
Chapter II: An Application of Genetic Programming to Forecasting Foreign Exchange Rates
Chapter III: Intelligent Business Process Execution using Particle Swarm Optimization
Section III: Nature-Inspired Solutions in Science
Chapter IV: An Artificial Life-Based Vegetation Modelling Approach for Biodiversity Research
Chapter V: Multimodal Genetic Algorithms for Craniofacial Superimposition
Chapter VI: Neural Networks in Medicine: Improving Difficult Automated Detection of Cancer in the Bile Ducts
Chapter VII: Solving Complex Problems in Human Genetics Using Nature-Inspired Algorithms Requires Strategies which Exploit Domain-Specific Knowledge
Section IV: Nature-Inspired Solutions in Computing & Engineering
Chapter VIII: AGE-P: An Evolutionary Platform for the Self-Organization of Smart-Appliance Ensembles
Chapter IX: Modelling Biological Processes Naturally using Systemic Computation: Genetic Algorithms, Neural Networks, and Artificial Immune Systems
Chapter X: Noble Ape's Cognitive Simulation: From Agar to Dreaming and Beyond
Chapter XI: Genetic Programming for Robust Text Independent Speaker Verification
Chapter XII: Combinational Circuit Design with Estimation of Distribution Algorithms
Chapter XIII: From the Real Ant to the Artificial Ant: Applications in Combinatorial Optimization, Data Clustering, Collective Robotics and Image Processing
Chapter XIV: Nature-Inspired Informatics for Telecommunication Network Design
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