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Evolutionary Algorithms for Food Science and Technology

Evolutionary Algorithms for Food Science and Technology

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ISBN: 9781119136835

Author: Alberto Tonda; Evelyne Lutton; Nathalie Perrot

Publisher: Gardners

Published Date: November 22, 2016

Access Validity: 3 Years from Date of Purchase
Book Type:

Digital eBook

Researchers and practitioners in food science and technology routinely face several challenges, related to sparseness and heterogeneity of data, as well as to the uncertainty in the measurements and the introduction of expert knowledge in the models. Evolutionary algorithms (EAs), stochastic optimization techniques loosely inspired by natural selection, can be effectively used to tackle these issues. In this book, we present a selection of case studies where EAs are adopted in real-world food applications, ranging from model learning to sensitivity analysis.

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