A Robust and Easy Approach for Demand Forecasting in Supply Chains

Koussaila Hamiche; Hassane Aboua?ssa; Gilles Goncalves; Tienté Hsu

首页> 外文期刊>IFAC PapersOnLine >A Robust and Easy Approach for Demand Forecasting in Supply Chains

【24h】

A Robust and Easy Approach for Demand Forecasting in Supply Chains

机译：一种鲁棒，轻松的供应链需求预测方法

获取原文

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

Demand forecasting plays an important role for supply chains decision making. It also represents a basis step for activity planning in response to customer demand. In this paper, recent advances in times series allow a new robust and easy approach for demand forecasting. Such technique which is based on algebraic methods of estimation seems to be more adequate for such supply chains task. Several computer simulations and comparative studies demonstrate the relevance of the proposed approach.

机译：需求预测对于供应链决策起着重要作用。它还代表了响应客户需求进行活动计划的基础步骤。在本文中，时间序列的最新进展为需求预测提供了一种新的强大而简便的方法。这种基于代数估算方法的技术似乎更适合这种供应链任务。若干计算机模拟和比较研究证明了该方法的相关性。

著录项

来源
《IFAC PapersOnLine》 |2018年第11期|共6页
作者
Koussaila Hamiche; Hassane Aboua?ssa; Gilles Goncalves; Tienté Hsu;
展开▼
作者单位

展开▼
收录信息
原文格式 PDF
正文语种
中图分类自动化技术、计算机技术;
关键词
Time seriesforecastsalgebraic technicssupply chain controlmanagement systems;

机译：时间序列预测代数技术供应链控制管理系统;

相似文献

外文文献
中文文献
专利

1. Balancing Supply and Demand in a Hospital Supply Chain using a Collaborative Forecasting and Inventory Management Approach [J] . Penina Orenstein, Alyson Nardi International journal of operations and quantitative management . 2014,第4期

机译：使用协同预测和库存管理方法平衡医院供应链中的供需
2. Supply Chain Network Design under Demand Uncertainty and Supply Disruptions: A Distributionally Robust Optimization Approach [J] . Qiu Ruozhen, Wang Yizhi Scientific programming . 2016,第PTa2期

机译：需求不确定和供应中断下的供应链网络设计：一种分布式鲁棒优化方法
3. A multivariate approach for multi-step demand forecasting in assembly industries: Empirical evidence from an automotive supply chain [J] . Goncalves Joao N. C., Cortez Paulo, Sameiro Carvalho M., Decision support systems . 2021,第Mara期

机译：装配行业多步骤需求预测的多元化方法：汽车供应链的经验证据
4. A Robust and Easy Approach for Demand Forecasting in Supply Chains [C] . Koussaila HAMICHE, Hassane ABOUAISSA, Gilles GONCALVES, IFAC Symposium on Information Control Problems in Manufacturing . 2018

机译：供应链中需求预测的坚固易易行方法
5. A robust supply chain design under demand uncertainty and hybrid postponement strategies: Issues in supply chain management. [D] . Mo, Yin. 2002

机译：需求不确定和混合延迟策略下的稳健供应链设计：供应链管理中的问题。
6. The Impact of Implementing a Demand Forecasting System into a Low-Income Country’s Supply Chain [O] . Leslie E. Mueller, Leila A. Haidari, Angela R. Wateska, -1

机译：在低收入国家的供应链中实施需求预测系统的影响
7. An Improved Demand Forecasting Model Using Deep Learning Approach and Proposed Decision Integration Strategy for Supply Chain [O] . Zeynep Hilal Kilimci, A. Okay Akyuz, Mitat Uysal, 2019

机译：利用深度学习方法提高需求预测模型及供应链决策集成策略

A Robust and Easy Approach for Demand Forecasting in Supply Chains

摘要

著录项

相似文献

相关主题

期刊订阅