This book features the outcomes of the 9th International Conference on Soft Computing for Problem Solving, SocProS 2019, which brought together researchers, engineers and practitioners to discuss thought-provoking developments and challenges in order to identify potential future directions. The book presents the latest advances and innovations in the interdisciplinary areas of soft computing, including original research papers in areas such as algorithms (artificial immune systems, artificial neural networks, genetic algorithms, genetic programming, and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). It is a valuable resource for both young and experienced researchers dealing with complex and intricate real-world problems that cannot easily be solved using traditional methods.
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Self-Taught Learning: Image Classification Using Stacked Autoencoders.- Performance analysis of Whale Optimization Algorithm Based on Strategy Parameter.- Comparison of PSO and Sequential Search algorithms for improvisation of entropy based ear localization.- An upgraded differential evolution via memory based mechanism for economic dispatch.- Some Applications of Generalized Fuzzy gamma*-Closed Sets.-Multi-Headed Self-Attention based Hierarchical Model for Extractive Summarization.
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Provides valuable insights in the area of computational intelligence to help new researchers Discusses the latest findings relating to a wide variety of industrial, engineering and scientific applications of soft computing Features invited papers from the inventors/originators of computational techniques
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Produktdetaljer
ISBN
9789811532894
Publisert
2020-04-30
Utgiver
Vendor
Springer Verlag, Singapore
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet