Smart Techniques for a Smarter Planet

Beschreibung

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. 

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. 

Autor*in

Manoj Kumar Mishra

Themen in »Smart Techniques for a Smarter Planet«

Cyber-Physical Systems Smart Algorithms in Big Data Analytics Recurrent Neural Networks Deep Neural Networks Cuckoo Search Algorithms Multi-objective Genetic Algorithm Optimization Techniques Convolutional Neural Networks Algorithms for Object Detection Cognitive Radio Networks Big Data Analytics in Healthcare IoT in Healthcare Smart Security Parallel Algorithms Optimum Machine Response

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