4.4 Article

Large-Scale Inventory Optimization: A Recurrent Neural Networks-Inspired Simulation Approach

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Management

A Deep Q-Network for the Beer Game: Deep Reinforcement Learning for Inventory Optimization

Afshin Oroojiooyjadid et al.

Summary: The beer game is useful to demonstrate concepts in supply chain management. Experiment results show that using a deep reinforcement learning algorithm can lead to near-optimal order quantities, especially when other agents adopt a more realistic human ordering behavior model.

M&SOM-MANUFACTURING & SERVICE OPERATIONS MANAGEMENT (2022)

Review Multidisciplinary Sciences

Array programming with NumPy

Charles R. Harris et al.

NATURE (2020)

Article Computer Science, Information Systems

Theoretical Insights Into the Optimization Landscape of Over-Parameterized Shallow Neural Networks

Mahdi Soltanolkotabi et al.

IEEE TRANSACTIONS ON INFORMATION THEORY (2019)

Article Mathematics, Applied

Optimization Methods for Large-Scale Machine Learning

Leon Bottou et al.

SIAM REVIEW (2018)

Article Engineering, Electrical & Electronic

Deep Reinforcement Learning A brief survey

Kai Arulkumaran et al.

IEEE SIGNAL PROCESSING MAGAZINE (2017)

Article Engineering, Manufacturing

Integrality in Stochastic Inventory Models

Wei Chen et al.

PRODUCTION AND OPERATIONS MANAGEMENT (2014)

Article Management

Optimizing Strategic Safety Stock Placement in General Acyclic Networks

Salal Humair et al.

OPERATIONS RESEARCH (2011)

Article Management

Capacity Allocation and Scheduling in Supply Chains

Nicholas G. Hall et al.

OPERATIONS RESEARCH (2010)

Article Computer Science, Information Systems

Sharp Thresholds for High-Dimensional and Noisy Sparsity Recovery Using l1-Constrained Quadratic Programming (Lasso)

Martin J. Wainwright

IEEE TRANSACTIONS ON INFORMATION THEORY (2009)

Article Computer Science, Artificial Intelligence

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

Amir Beck et al.

SIAM JOURNAL ON IMAGING SCIENCES (2009)

Article Computer Science, Interdisciplinary Applications

Relaxed lasso

Nicolai Meinshausen

COMPUTATIONAL STATISTICS & DATA ANALYSIS (2007)