Artificial Intelligence and Heuristics for Enhanced Food Security (Hardcover, 1st ed. 2022)

This book introduces readers to advanced data science techniques for signal mining in connection with agriculture. It shows how to apply heuristic modeling to improve farm-level efficiency, and how to use sensors and data intelligence to provide closed-loop feedback, while also providing recommendation techniques that yield actionable insights. The book also proposes certain macroeconomic pricing models, which data-mine macroeconomic signals and the influence of global economic trends on small-farm sustainability to provide actionable insights to farmers, helping them avoid financial disasters due to recurrent economic crises. The book is intended to equip current and future software engineering teams and operations research experts with the skills and tools they need in order to fully utilize advanced data science, artificial intelligence, heuristics, and economic models to develop software capabilities that help to achieve sustained food security for future generations.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	International Series in Operations Research & Management Science, 331
Release date:	September 2022
First published:	2022
Authors:	Chandrasekar Vuppalapati
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	891
Edition:	1st ed. 2022
ISBN-13:	978-3-03-108742-4
Categories:	Books > Professional & Technical > Agriculture & farming > General Books > Business & Economics > Business & management > Management & management techniques > Operational research Books > Business & Economics > Business & management > Management of specific areas > General Books > Science & Mathematics > Mathematics > Optimization > General Books > Computing & IT > Applications of computing > Databases > Data mining Books > Computing & IT > Applications of computing > Artificial intelligence > General Books > Professional & Technical > Industrial chemistry & manufacturing technologies > Industrial chemistry > Food & beverage technology > General Promotions
LSN:	3-03-108742-9
Barcode:	9783031087424

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