Smart Techniques for a Smarter Planet
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.
| ISBN: | 9783030031305 |
|---|---|
| Sprache: | Englisch |
| Seitenzahl: | 304 |
| Produktart: | Gebunden |
| Herausgeber: | Mishra, Bhabani Shankar Prasad Mishra, Manoj Kumar Misra, Rajiv Patel, Yashwant Singh |
| Verlag: | Springer International Publishing |
| Veröffentlicht: | 07.02.2019 |
| Untertitel: | Towards Smarter Algorithms |
| Schlagworte: | Algorithms for Object Detection Cognitive Radio Networks Convolutional Neural Networks Cuckoo Search Algorithms Cyber-Physical Systems Deep Neural Networks Multi-objective Genetic Algorithm Optimization Techniques Recurrent Neural Networks Smart Algorithms in Big Data Analytics |