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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.
| Autorius: | Pijush Dutta, Sudip Mandal, |
| Leidėjas: | LAP LAMBERT Academic Publishing |
| Išleidimo metai: | 2021 |
| Knygos puslapių skaičius: | 124 |
| ISBN-10: | 6204201662 |
| ISBN-13: | 9786204201665 |
| Formatas: | 220 x 150 x 8 mm. Knyga minkštu viršeliu |
| Kalba: | Anglų |
Parašykite atsiliepimą apie „Application of Optimization and Intelligent System on Inter-disciplinary Engineering: Intelligent System & Optimization“
