Categories
- 分析与概率 (16)
- 算法与程序设计 (18)
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论文简读
(27)
- Analytics for an Online Retailer: Demand Forecasting and Price Optimization
- Optimal and Approximate Policies in Multiperiod, Multilocation Inventory Models with Transshipments
- Data-driven research in retail operations—A review
- Smart “Predict, then Optimize”
- Dynamic Supply Risk Management with Signal-Based Forecast, Multi-Sourcing, and Discretionary Selling
- Revenue Management and the Rise of the Algorithmic Economy
- Inventory Pooling Under Heavy-Tailed Demand
- Transshipment Between Overconfident Newsvendors
- Effects of Centralization on Expected Costs in a Multi-Location Newsboy Problem
- The Optimizer’s Curse: Skepticism and Postdecision Surprise in Decision Analysis
- Distributionally Robust Optimization Under Moment Uncertainty with Application to Data-Driven Problems
- Robust Satisficing
- A quantitative method for assessing resilience of interdependent infrastructures
- From Predictive to Prescriptive Analytics
- Data-Driven Dynamic Pricing and Ordering with Perishable Inventory in a Changing Environment
- A Markov Chain Approximation to Choice Modeling
- Dynamic Assortment Optimization with a Multinomial Logit Choice Model and Capacity Constraint
- Facility Location: A Robust Optimization Approach
- Customer Choice Models vs. Machine Learning: Finding Optimal Product Displays on Alibaba
- The Big Data Newsvendor: Practical Insights from Machine Learning
- Operations Research Algorithms Drive Intelligent Warehouse Robots to Work
- Dynamic Inventory Allocation with Demand Learning for Seasonal Goods
- On Implications of Demand Censoring in the Newsvendor Problem
- Robust Approximation to Multiperiod Inventory Management
- Regret in the Newsvendor Model with Partial Information
- Data-Driven Inventory Control with Shifting Demand
- A practical inventory control policy using operational statistics
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运筹与优化
(34)
- Online Linear Programming
- Online Linear Programming
- Nonparametric learning methods
- Parametric learning methods
- 几种常见的需求模型
- Stochastic Dominance
- Reinforcement Learning and Optimal Control
- 风险测度 — Risk Measure
- 次梯度与次梯度方法
- 离散选择模型 Discrete Choice Models
- Large-Scale Linear Optimization
- Farkas 引理、线性规划的对偶
- 收敛速度的三种形式
- 纳什均衡与相关均衡