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Soft Computing for Problem Solving : Proceedings of SocProS 2020, Volume 1 / edited by Aruna Tiwari, Kapil Ahuja, Anupam Yadav, Jagdish Chand Bansal, Kusum Deep, Atulya K. Nagar.

Contributor(s): Tiwari, Aruna, editor literario | Ahuja, Kapil, editor literario | Yadav, Anupam, editor literario | Bansal, Jagdish Chand, editor literario | Deep, Kusum, editor literario | Nagar, Atulya K., editor literario
Series: (Advances in Intelligent Systems and Computing, 2194-5365; 1392 ); (Intelligent Technologies and Robotics (SpringerNature-42732)); (Intelligent Technologies and Robotics (R0) (SpringerNature-43728)).Publisher: Singapore : Springer International Pulishing, 2021Edition: First edition 2021.Description: 1 recurso en línea (XV, 795 páginas) : 378 ilustraciones, 271 ilustraciones a color.ISBN: 9789811627095.Subject: Proceso de datosOnline resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
Swarm Programming using Multi-Verse Optimizer -- Muzzle Pattern based Cattle Identification Using Generative Adversarial Networks -- Diverse Sports Video Classification Using Large Space MPEG Features -- An Intelligent Method for Plastic Money Fraud Detection using Isolation Forest Classifier -- Mixed Differential Evolution and Genetic Algorithm Hybridization for Solving Global Optimization Problems -- Energy Neutral Classroom.
Abstract: This two-volume book provides an insight into the 10th International Conference on Soft Computing for Problem Solving (SocProS 2020). This international conference is a joint technical collaboration of Soft Computing Research Society and Indian Institute of Technology Indore. The book presents the latest achievements and innovations in the interdisciplinary areas of soft computing. It brings together the researchers, engineers and practitioners to discuss thought-provoking developments and challenges, in order to select potential future directions. It covers original research papers in the areas including but not limited to algorithms (artificial immune system, artificial neural network, genetic algorithm, genetic programming and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). The book will be beneficial for young as well as experienced researchers dealing across complex and intricate real-world problems for which finding a solution by traditional methods is a difficult task.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Ciencias e Ingeniería QA76.9.S63 2021 EB (Browse shelf(Opens below)) Acceso electrónico eBook.23122310
Total holds: 0

Swarm Programming using Multi-Verse Optimizer -- Muzzle Pattern based Cattle Identification Using Generative Adversarial Networks -- Diverse Sports Video Classification Using Large Space MPEG Features -- An Intelligent Method for Plastic Money Fraud Detection using Isolation Forest Classifier -- Mixed Differential Evolution and Genetic Algorithm Hybridization for Solving Global Optimization Problems -- Energy Neutral Classroom.

This two-volume book provides an insight into the 10th International Conference on Soft Computing for Problem Solving (SocProS 2020). This international conference is a joint technical collaboration of Soft Computing Research Society and Indian Institute of Technology Indore. The book presents the latest achievements and innovations in the interdisciplinary areas of soft computing. It brings together the researchers, engineers and practitioners to discuss thought-provoking developments and challenges, in order to select potential future directions. It covers original research papers in the areas including but not limited to algorithms (artificial immune system, artificial neural network, genetic algorithm, genetic programming and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). The book will be beneficial for young as well as experienced researchers dealing across complex and intricate real-world problems for which finding a solution by traditional methods is a difficult task.

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