Smart Techniques for a Smarter Planet

Towards Smarter Algorithms
1. Auflage 2019
ISBN: 978-3-030-03130-5
Verlag: Springer International Publishing

Buch, Englisch, Band 374, 304 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 641 g

Reihe: Studies in Fuzziness and Soft Computing

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. 

Zielgruppe

Research

Autoren/Hrsg.

Mishra, Manoj Kumar

Misra, Rajiv

Mishra, Bhabani Shankar Prasad

Patel, Yashwant Singh

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

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 Classi?cation.- AI Powered Partially Parallelized Scheme for Multi Factor Authentication.- Performance Measures.