Softcomputing techniques play a vital role in the industry. This
book presents several important papers presented by some of the
well-known scientists from all over the globe. The application
domains discussed in this book include: agroecology,
bioinformatics, branched fluid-transport network layout design, dam
scheduling, data analysis and exploration, detection of phishing
attacks, distributed terrestrial transportation, fault detection of
motors, fault diagnosis of electronic circuits, fault diagnosis of
power distribution systems, flood routing, hazard sensing, health
care, industrial chemical processes, knowledge management in
software development, local multipoint distribution systems,
missing data estimation, parameter calibration of rainfall
intensity models, parameter identification for systems engineering,
petroleum vessel mooring, query answering in P2P systems, real-time
strategy games, robot control, satellite heat pipe design, monsoon
rainfall forecasting, structural design, tool condition monitoring,
vehicle routing, water network design, etc.
The softcomputing techniques presented in this book are on (or
closely related to): ant-colony optimization, artificial immune
systems, artificial neural networks, Bayesian models, case-based
reasoning, clustering techniques, differential evolution, fuzzy
classification, fuzzy neural networks, genetic algorithms, harmony
search, hidden Markov models, locally weighted regression analysis,
probabilistic principal component analysis, relevance vector
machines, self-organizing maps, other machine learning and
statistical techniques, and the combinations of the above
techniques.
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