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Smart Techniques for a Smarter Planet
Details
This book is intended to provide a systematic overview of so-called smart techniques, such as nature-inspired algorithms, machine learning and metaheuristics. Despite their ubiquitous presence and widespread application to different scientific problems, such as searching, optimization and /or classification, a systematic study is missing in the current literature. Here, the editors collected a set of chapters on key topics, paying attention to provide an equal balance of theory and practice, and to outline similarities between the different techniques and applications. All in all, the book provides an unified view on the field on intelligent methods, with their current perspective and future challenges.
Shows readers how to use smart algorithms to solve highly complex non-linear problem Provides a systematic overview of available techniques and concepts Critically discusses a broad spectrum of applications to real-word problems
Inhalt
Intelligent Computational Techniques for the Better World 2020.- Optimization of the cropping pattern using Cuckoo Search Technique.- A Review on Epileptic Seizure Detection and Prediction Using Soft Computing Techniques.- Deep learning architectures for Object Detection and Classication.- AI Powered Partially Parallelized Scheme for Multi Factor Authentication.- Performance Measures.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783030031305
- Auflage 1st edition 2019
- Editor Manoj Kumar Mishra, Rajiv Misra, Yashwant Singh Patel, Bhabani Shankar Prasad Mishra
- Sprache Englisch
- Genre Allgemeines & Lexika
- Lesemotiv Verstehen
- Größe H241mm x B160mm x T23mm
- Jahr 2019
- EAN 9783030031305
- Format Fester Einband
- ISBN 3030031306
- Veröffentlichung 07.02.2019
- Titel Smart Techniques for a Smarter Planet
- Untertitel Towards Smarter Algorithms
- Gewicht 641g
- Herausgeber Springer International Publishing
- Anzahl Seiten 316