Artificial Intelligence and Food Science
暫譯: 人工智慧與食品科學

Aadil, Rana Muhammad, Abdi, Gholamreza, Hassan, Syed Ali

  • 出版商: Academic Press
  • 出版日期: 2026-06-15
  • 售價: $4,250
  • 貴賓價: 9.5$4,037
  • 語言: 英文
  • 頁數: 376
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0443364427
  • ISBN-13: 9780443364426
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

商品描述

Artificial Intelligence and Food Science examines a range of applications from pre- and post-harvest management to food packaging and the dairy industry, providing a thorough overview of how AI is revolutionizing these industries. The initial chapters introduce the fundamentals of AI and its recent advancements, covering key areas such as Constraint Satisfaction Problems, Adversarial Search, and Statistical Learning Theory. The book then moves on to explore AI applications in pre- and post-harvest management and highlights techniques such as machine vision and spectral imaging for non-destructive analysis of agricultural products.

The role of AI in the fat and oil processing industry, specifically the use of bioinformatics predictive methods based on artificial neural network (ANN) is discussed in detail. Subsequent chapters probe the use of AI in the processing of fruits, vegetables, dairy, and meat, and detail how technologies like neural networks and Industry 4.0 innovations can drive improvements in product quality. Later chapters explore AI applications in the baking and confectionery industries, with a focus on automation and 3D printing technologies that are setting new standards for production and product design.

商品描述(中文翻譯)

《人工智慧與食品科學》探討了從收成前後管理到食品包裝及乳製品產業的一系列應用,提供了人工智慧如何徹底改變這些產業的全面概述。前幾章介紹了人工智慧的基本原理及其近期的進展,涵蓋了約束滿足問題(Constraint Satisfaction Problems)、對抗性搜尋(Adversarial Search)和統計學習理論(Statistical Learning Theory)等關鍵領域。接著,本書探討了人工智慧在收成前後管理中的應用,並強調了機器視覺(machine vision)和光譜成像(spectral imaging)等技術在農產品非破壞性分析中的應用。

本書詳細討論了人工智慧在脂肪和油脂加工產業中的角色,特別是基於人工神經網絡(ANN)的生物資訊學預測方法的使用。隨後的章節深入探討了人工智慧在水果、蔬菜、乳製品和肉類加工中的應用,並詳細說明了神經網絡和工業4.0創新等技術如何推動產品質量的提升。後面的章節則探討了人工智慧在烘焙和糖果產業中的應用,重點關注自動化和3D列印技術,這些技術正在為生產和產品設計設定新的標準。