Guo Intelligent Decision-making Models for Production and Retail Operations 9783662526798

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Автор: Guo
Название: Intelligent Decision-making Models for Production and Retail Operations
ISBN: 9783662526798
Издательство: Springer
Классификация:

Исследование операций

Организация производственных процессов

Искусственный интеллект

ISBN-10: 3662526794
Обложка/Формат: Hardback
Страницы: 324
Вес: 0.67 кг.
Дата издания: 2016
Язык: English
Издание: 1st ed. 2016
Иллюстрации: 84 illustrations, black and white; xi, 324 p. 84 illus.
Размер: 234 x 156 x 22
Читательская аудитория: General (us: trade)
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book provides an overview of intelligent decision-making techniques and discusses their application in production and retail operations. Manufacturing and retail enterprises have stringent standards for using advanced and reliable techniques to improve decision-making processes, since these processes have significant effects on the performance of relevant operations and the entire supply chain. In recent years, researchers have been increasingly focusing attention on using intelligent techniques to solve various decision-making problems. The opening chapters provide an introduction to several commonly used intelligent techniques, such as genetic algorithm, harmony search, neural network and extreme learning machine. The book then explores the use of these techniques for handling various production and retail decision-making problems, such as production planning and scheduling, assembly line balancing, and sales forecasting.
Дополнительное описание: From the Contents: Introduction.- Fundamentals of intelligent decision-making techniques.- An intelligent decision-making framework for production planning and control.- An intelligent optimization model for order scheduling at factory level.

Intelligent Decision-making Models for Production and Retail Operations, Guo