Evolutionary Algorithms for Food Science and Technology

$184.99

Taxes may apply at checkout.

Evolutionary Algorithms for Food Science and Technology

Chemistry Food and beverage technology

Authors: Evelyne Lutton, Nathalie Perrot, Alberto Tonda

Dinosaur mascot

Language: English

Published by: Wiley-ISTE

Published on: 22nd November 2016

Format: LCP-protected ePub

Size: 4 Mb

ISBN: 9781119136835


Introduction

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.

Show moreShow less