Application of Optimization and Intelligent System on Inter-disciplinary Engineering

Application of Optimization and Intelligent System on Inter-disciplinary Engineering

EnglishPaperback / softback
Dutta, Pijush
LAP Lambert Academic Publishing
EAN: 9786204201665
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Detailed information

In this book we have shown application of Intelligent Systems and Optimization techniques in the field of interdisciplinary engineering. In the 1st chapter, we have described the use of IS namely S-system for the inference of Gene Regulatory Network (GRN) from time series microarray data in the field of computational biology and bioinformatics. In the 2nd chapter, we have used a recently proposed optimization technique namely Elephant Swarm Water Search Algorithm (ESWSA) for the efficient Modeling for prediction and optimizing the parameters of grinding processes which is a typical problem of mechanical engineering. In the 3rd chapter, we have used a hybrid AI technique with the help of Decision Tree & parametric optimization by Genetic Algorithm in Diabetes prediction in the field of biomedical field by proper analysis of small & large disjuncts present in medical datasets. In chapter 4, we have used a hybrid cuckoo search optimization (CSO) & particle swarm optimization (PSO) technique in the field of renewable energy. In chapter 5, a hybrid optimization technique used by two evolutionary algorithm: Genetic algorithm & Particle swarm optimization in the field of Mechatronics.
EAN 9786204201665
ISBN 6204201662
Binding Paperback / softback
Publisher LAP Lambert Academic Publishing
Pages 124
Language English
Dimensions 220 x 150
Authors Dutta, Pijush; Mandal, Sudip
Manufacturer information
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