Zuo‐jun (max) Shen
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Supply Chain Management
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Zuo‐jun (max) Shen's Degrees
- PhD Industrial Engineering and Operations Research University of California, Berkeley
- Masters Industrial Engineering and Operations Research University of California, Berkeley
- Bachelors Industrial Engineering Tsinghua University
Why Is Zuo‐jun (max) Shen Influential?
(Suggest an Edit or Addition)Zuo‐jun (max) Shen's Published Works
Published Works
- A Joint Location - Inventory Model (2003) (676)
- An Inventory-Location Model: Formulation, Solution Algorithm and Computational Results (2002) (616)
- Channel Performance Under Consignment Contract with Revenue Sharing (2004) (491)
- Chapter 7.( TGM) Supply Contracts with Quantity Commitments and Stochastic Demand by Ravi Annupindi & Yehuda Bassok Chapter 8. ( TGM) Supply Chain Contracting and Coordination with Stochastic Demand (1996) (449)
- Reliable Facility Location Design Under the Risk of Disruptions (2010) (439)
- Handbook of Quantitative Supply Chain Analysis: Modeling in the E-Business Era (International Series in Operations Research & Management Science) (2004) (405)
- Infrastructure Planning for Electric Vehicles with Battery Swapping (2012) (393)
- Dynamic Assortment Optimization with a Multinomial Logit Choice Model and Capacity Constraint (2010) (391)
- Customer Behavior Modeling in Revenue Management and Auctions: A Review and New Research Opportunities (2009) (374)
- Stochastic Transportation-Inventory Network Design Problem (2005) (294)
- Integrated supply chain design models: a survey and future research directions (2007) (294)
- The Reliable Facility Location Problem: Formulations, Heuristics, and Approximation Algorithms (2011) (226)
- Handbook of Quantitative Supply Chain Analysis (2004) (200)
- Service Region Design for Urban Electric Vehicle Sharing Systems (2017) (188)
- The Effect of Supply Disruptions on Supply Chain Design Decisions (2010) (181)
- Trade-offs Between Customer Service and Cost in Integrated Supply Chain Design (2005) (167)
- Centralization versus Decentralization: Risk Pooling, Risk Diversification, and Supply Chain Disruptions (2015) (154)
- Effective Zero-Inventory-Ordering Policies for the Single-Warehouse Multiretailer Problem with Piecewise Linear Cost Structures (2002) (151)
- Fundamentals of Supply Chain Theory (2011) (144)
- Inventory systems with stochastic demand and supply: Properties and approximations (2010) (138)
- Modeling taxi services with smartphone-based e-hailing applications (2015) (135)
- A multi-commodity supply chain design problem (2005) (135)
- A Conic Integer Programming Approach to Stochastic Joint Location-Inventory Problems (2012) (130)
- A profit-maximizing supply chain network design model with demand choice flexibility (2006) (119)
- Inverse Optimization with Noisy Data (2015) (112)
- Shared Mobility for Last-Mile Delivery: Design, Operational Prescriptions, and Environmental Impact (2018) (110)
- Air cargo operations: Literature review and comparison with practices (2015) (109)
- Improving Consumer Welfare and Manufacturer Profit via Government Subsidy Programs: Subsidizing Consumers or Manufacturers? (2017) (105)
- Reliable Facility Location Design Under Uncertain Correlated Disruptions (2015) (101)
- Optimization models for electric vehicle service operations: A literature review (2019) (101)
- Search for Information on Multiple Products (2015) (97)
- Hierarchical Coordinated Control of Plug-in Electric Vehicles Charging in Multifamily Dwellings (2014) (93)
- An analysis of a supply chain with options contracts and service requirements (2012) (90)
- Multistage large-scale charging station planning for electric buses considering transportation network and power grid (2019) (90)
- Inventory placement in acyclic supply chain networks (2006) (89)
- On the Effectiveness of Zero-Inventory-Ordering Policies for the Economic Lot-Sizing Model with a Class of Piecewise Linear Cost Structures (2002) (87)
- A Balancing Act of Regulating On-Demand Ride Services (2020) (87)
- Solving operational statistics via a Bayesian analysis (2008) (87)
- A Continuous-Review Inventory Model with Disruptions at Both Supplier and Retailer (2009) (86)
- A systematic review of a digital twin city: A new pattern of urban governance toward smart cities (2021) (82)
- The impact of ordering behavior on order-quantity variability: a study of forward and reverse bullwhip effects (2008) (73)
- On-Time Last-Mile Delivery: Order Assignment with Travel-Time Predictors (2020) (67)
- Training, Production, and Channel Separation in ITC's E-Choupal Network (2012) (65)
- Supply and Demand Uncertainty in Multi-Echelon Supply Chains (2006) (64)
- A Smart-City Scope of Operations Management (2018) (63)
- The electric vehicle touring problem (2016) (60)
- Risk diversification and risk pooling in supply chain design (2012) (59)
- An Efficient Approach for Solving Reliable Facility Location Models (2013) (55)
- Truthful Double Auction Mechanisms (2008) (55)
- Stochastic Control for Smart Grid Users With Flexible Demand (2013) (54)
- Dispatch of autonomous vehicles for taxi services: A deep reinforcement learning approach (2020) (54)
- Fix-and-optimize heuristics for capacitated lot-sizing with sequence-dependent setups and substitutions (2011) (53)
- Agent Competition Double-Auction Mechanism (2006) (53)
- Product substitution and dual sourcing under random supply failures (2011) (51)
- Joint Planning of Energy Storage and Transmission for Wind Energy Generation (2015) (50)
- An economic lot‐sizing problem with perishable inventory and economies of scale costs: Approximation solutions and worst case analysis (2005) (50)
- A two‐echelon inventory‐location problem with service considerations (2009) (49)
- Incentive for Peer‐to‐Peer Knowledge Sharing among Farmers in Developing Economies (2015) (49)
- Process flexibility design in unbalanced networks (2013) (49)
- Agility and Proximity Considerations in Supply Chain Design (2012) (48)
- A PTAS for capacitated sum-of-ratios optimization (2009) (47)
- Robust Defibrillator Deployment Under Cardiac Arrest Location Uncertainty via Row-and-Column Generation (2015) (45)
- Robust Shortest Path Problem With Distributional Uncertainty (2018) (44)
- Economic ordering decisions with market choice flexibility (2004) (43)
- Customer Influence Value and Purchase Acceleration in New Product Diffusion (2012) (41)
- Stochastic programming approach to process flexibility design (2009) (39)
- Charging Network Planning for Electric Bus Cities: A Case Study of Shenzhen, China (2019) (39)
- A Power-of-Two Ordering Policy for One-Warehouse Multiretailer Systems with Stochastic Demand (2010) (39)
- Lagrangian relaxation for the reliable shortest path problem with correlated link travel times (2017) (39)
- Managing Disruptions to Supply Chains (2006) (38)
- Designing locations and capacities for charging stations to support intercity travel of electric vehicles: An expanded network approach (2019) (37)
- Thermostats for the Smart Grid: Models, Benchmarks, and Insights (2012) (37)
- Sharing demand-side energy resources - A conceptual design (2017) (37)
- Simulation of lubricant rheology in thin film lubrication Part 2: simulation of Couette flow (1996) (37)
- Ranked Items Auctions and Online Advertisement (2009) (37)
- Smart City Operations: Modeling Challenges and Opportunities (2020) (36)
- Distributionally Robust Optimization of Two‐Stage Lot‐Sizing Problems (2016) (36)
- A reinforcement learning framework for the adaptive routing problem in stochastic time-dependent network (2018) (35)
- Modeling Transportation Networks During Disruptions and Emergency Evacuations (2008) (35)
- Supply chain and logistics innovations with the Belt and Road Initiative (2020) (34)
- Integrating facility location and production planning decisions (2010) (32)
- Efficient algorithms for various supply chain problems (2000) (30)
- OM Forum - Challenges and Strategies in Managing Nonprofit Operations: An Operations Management Perspective (2020) (29)
- A Capacitated Facility Location Model with Bidirectional Flows (2015) (29)
- An information infrastructure and e-services for supporting Internet-based scalable e-business enterprises (2001) (27)
- Product Sourcing and Distribution Strategies under Supply Disruption and Recall Risks (2017) (26)
- Exact Algorithms for Distributionally β-Robust Machine Scheduling with Uncertain Processing Times (2018) (26)
- Pooling and Dependence of Demand and Yield in Multiple-Location Inventory Systems (2014) (25)
- Risk Mitigation Benefit from Backup Suppliers in the Presence of the Horizontal Fairness Concern (2015) (25)
- A Practical End-to-End Inventory Management Model with Deep Learning (2020) (23)
- Planning and approximation models for delivery route based services with price-sensitive demands (2007) (23)
- Inventory Policy with Parametric Demand: Operational Statistics, Linear Correction, and Regression (2012) (23)
- Data-Driven Incentive Design in the Medicare Shared Savings Program (2018) (22)
- When Triple‐A Supply Chains Meet Digitalization: The Case of JD.com's C2M Model (2020) (22)
- Retail supply chain management: a review of theories and practices (2019) (21)
- Optimization with a class of multivariate integral stochastic order constraints (2013) (21)
- Exact algorithms for integrated facility location and production planning problems (2011) (21)
- Data-driven framework for large-scale prediction of charging energy in electric vehicles (2021) (20)
- A Composite Very-Large-Scale Neighborhood Search Algorithm for the Vehicle Routing Problem (2004) (20)
- Connected Population Synthesis for Transportation Simulation (2019) (20)
- Equivalent formulations and necessary optimality conditions for the Lennard–Jones problem (2002) (19)
- Innovation uncertainty, new product press timing and strategic consumers (2019) (19)
- Bullwhip and reverse bullwhip effects under the rationing game (2017) (19)
- Quantile forecasting and data-driven inventory management under nonstationary demand (2019) (19)
- A Review of Robust Operations Management under Model Uncertainty (2020) (18)
- Should On-Demand Ride Services Be Regulated? An Analysis of Chinese Government Policies (2017) (18)
- How Inventory Cost Influences Introduction Timing of Product Line Extensions? (2012) (18)
- Reliable Facility Location Under Risk of Disruptions (2009) (17)
- Newsvendor problem with pricing: properties, algorithms, and simulation (2005) (17)
- Using Randomization to Find and Optimize Feasible Trajectories for Nonlinear Systems (2000) (17)
- Statistical Learning of Service-Dependent Demand in a Multiperiod Newsvendor Setting (2014) (17)
- Maintenance Location Routing for Rolling Stock Under Line and Fleet Planning Uncertainty (2019) (16)
- Measuring fine-grained metro interchange time via smartphones (2017) (16)
- Models and algorithms for reliable facility location problems and system reliability optimization (2007) (15)
- Item Assignment Problem in a Robotic Mobile Fulfillment System (2020) (15)
- Integrated Stochastic Supply-Chain Design Models (2007) (15)
- Probabilistic asymptotic analysis of stochastic online scheduling problems (2007) (15)
- Trade reduction vs. multi-stage: A comparison of double auction design approaches (2007) (15)
- Parametric search for the bi-attribute concave shortest path problem (2016) (14)
- Pricing during Disruptions: A Cause of the Reverse Bullwhip Effect (2009) (14)
- Digital twin-driven smart supply chain (2022) (14)
- Sequential Choice Bandits: Learning with Marketing Fatigue (2019) (14)
- Assessment of battery utilization and energy consumption in the large-scale development of urban electric vehicles (2021) (14)
- Primal-Dual Algorithms for Optimization with Stochastic Dominance (2017) (14)
- The impact of demand uncertainty on product line design under endogenous substitution (2015) (13)
- Last-Mile Shared Delivery: A Discrete Sequential Packing Approach (2018) (13)
- On the Formation of Producers' Information-Sharing Coalitions (2018) (13)
- Rhythmic Control of Automated Traffic - Part II: Grid Network Rhythm and Online Routing (2020) (13)
- Process flexibility design in heterogeneous and unbalanced networks: A stochastic programming approach (2017) (12)
- Integrated Supply Chain Design Models (2011) (12)
- Optimal dynamic pricing of mobile data plans in wireless communications (2017) (12)
- The value of trade credit under risk controls (2020) (12)
- Coordinating Installation of Electric Vehicle Charging Stations between Governments and Automakers (2020) (11)
- On learning process of a newsvendor with censored demand information (2016) (11)
- Reliable Hub Location Model for Air Transportation Networks Under Random Disruptions (2020) (11)
- An automated planning engine for biopharmaceutical production (2014) (11)
- Worst-case analysis of demand point aggregation for the Euclidean p-median problem (2010) (11)
- Downstream protection value: Detecting critical zones for effective fuel-treatment under wildfire risk (2021) (11)
- Reliable Flexibility Design of Supply Chains Via Extended Probabilistic Expanders (2018) (10)
- On efficiency of multistage channel with bargaining over wholesale prices (2016) (10)
- Data‐driven research in retail operations—A review (2020) (10)
- Operations Research Enables Better Planning of Natural Gas Pipelines (2019) (9)
- Data-driven planning of plug-in hybrid electric taxi charging stations in urban environments: A case in the central area of Beijing (2017) (9)
- A Point Balance Algorithm for the Spherical Code Problem (2001) (9)
- Distributionally Robust Conditional Quantile Prediction with Fixed Design (2019) (8)
- Optimising the number of copies and storage protocols for print preservation of research journals (2013) (7)
- Pricing during Disruptions: Order Variability versus Profit (2020) (7)
- Behaviors and Performance Improvement in a Vendor‐Managed Inventory Program: An Experimental Study (2019) (7)
- Demand-side energy management under time-varying prices (2019) (7)
- Role of resource flexibility and responsive pricing in mitigating the uncertainties in production systems (2020) (7)
- Fatigue-Aware Bandits for Dependent Click Models (2020) (6)
- Data‐driven Newsvendor Problems Regularized by a Profit Risk Constraint (2021) (6)
- On Pooling and Dependence of Demand and Yield in Multiple-Location Inventory Systems (2012) (6)
- A flow picking system for order fulfillment in e-commerce warehouses (2021) (6)
- Digital Twin: What It Is, Why Do It, Related Challenges, and Research Opportunities for Operations Research (2021) (6)
- Coordinating Project Outsourcing through Bilateral Contract Negotiations (2019) (5)
- Aspects of optimization with stochastic dominance (2017) (5)
- A NEW MODEL FOR STOCHASTIC FACILITY LOCATION MODELING (2005) (5)
- Beyond Repositioning: Crowd‐Sourcing and Geo‐Fencing for Shared‐Mobility Systems (2021) (5)
- Shared Mobility for Last-Mile Delivery: Design, Operational Prescriptions and Environmental Impact (2017) (5)
- Regret Analysis of Learning-Based MPC with Partially-Unknown Cost Function (2021) (5)
- Planning for electric taxi charging system from the perspective of transport energy supply chain: A data-driven approach in Beijing (2017) (5)
- Benchmarking environmental and economic impacts from the HSR networks considering life cycle perspectives (2021) (5)
- Robustifying humanitarian relief systems against travel time uncertainty (2021) (5)
- Collaboration Technologies for Supporting E-Supply Chain Management (2005) (5)
- Cheaper by the pallet? Multi-item procurement with standard batch sizes (2012) (4)
- Adjusting Rate of Spread Factors through Derivative-Free Optimization: A New Methodology to Improve the Performance of Forest Fire Simulators (2019) (4)
- Offline-Channel Planning in Smart Omnichannel Retailing (2019) (4)
- Process flexibility in homogeneous production–inventory systems with a single-period demand (2018) (4)
- Deep fire topology: Understanding the role of landscape spatial patterns in wildfire occurrence using artificial intelligence (2021) (4)
- Urban Bike Lane Planning with Bike Trajectories: Models, Algorithms, and a Real-World Case Study (2018) (4)
- Integrated Modeling for Location Analysis (2016) (4)
- Getting It Right on the Policy Prioritization for Rail Decarbonization: Evidence From Whole-Life CO2e Emissions of Railway Systems (2021) (4)
- Transient-State Natural Gas Transmission in Gunbarrel Pipeline Networks (2020) (3)
- Procurement of New Products: Data-Driven Newsvendor with Profit Risk (2020) (3)
- Beyond Rebalancing: Crowd-Sourcing and Geo-Fencing for Shared-Mobility Systems (2019) (3)
- An adaptive predictor-corrector entry guidance law based on online parameter estimation (2016) (3)
- Queueing Versus Surge Pricing Mechanism: Efficiency, Equity, and Consumer Welfare (2020) (3)
- Infrastructure Planning of Photovoltaic Charging Stations (2020) (3)
- Smart Feasibility Pump: Reinforcement Learning for (Mixed) Integer Programming (2021) (3)
- An Improvement on the End-of-Life of High-Speed Rail Rolling Stocks Considering CFRP Composite Material Replacement (2019) (3)
- Quantifying the impact of ecosystem services for landscape management under wildfire hazard (2021) (3)
- Risk-averse joint capacity evaluation of PV generation and electric vehicle charging stations in distribution networks (2017) (3)
- 3-D Dynamic UAV Base Station Location Problem (2020) (3)
- Optimal pricing and scheduling control of product shipping (2015) (3)
- Smart Urban Transport and Logistics: A business analytics perspective (2022) (2)
- Big data-driven decoupling framework enabling quantitative assessments of electric vehicle performance degradation (2022) (2)
- Explainable Modeling in Digital Twin (2021) (2)
- Constrained Assortment Optimization Problem under the Multilevel Nested Logit Model (2021) (2)
- Local water storage control for the developing world (2017) (2)
- Robust Path Recommendations During Public Transit Disruptions Under Demand Uncertainty (2022) (2)
- Data Center Network Design for Internet‐Related Services and Cloud Computing (2021) (2)
- Approximation Algorithms for the Single-Warehouse Multi-Retailer Problem With Piecewise Linear Cost Structures (2007) (2)
- Customer Influence Value and Purchase Acceleration in New Product Diffusion (2012) (1)
- Mind the gap between research and practice in operations management (2022) (1)
- Now or Never? Optimal Introduction Timing for a Product Line Extension with Operational Cost Considerations (2013) (1)
- Transactional and in‐store display data of a large supermarket for data‐driven decision‐making (2020) (1)
- Data-Driven Newsvendor with Profit Risk Consideration (2020) (1)
- Asymptotic Results On Stochastic Online Scheduling Problems (2001) (1)
- Learning Newsvendor Problem with Intertemporal Dependence and Moderate Non-stationarities (2020) (1)
- A column-and-constraint generation algorithm for two-stage stochastic programming problems (2021) (1)
- Optimal Adaptive Target Shooting with Imperfect Feedback Systems (2003) (1)
- Ranked items auctions (2005) (1)
- Quantum Computing Methods for Supply Chain Management (2022) (1)
- End-to-End Deep Learning for Inventory Management with Fixed Ordering Cost and its Theoretical Analysis (2021) (1)
- Concavity and Unimodality of Expected Revenue Under Discrete Willingness to Pay Distributions (2020) (1)
- Data Center Network Design for Internet-Related Services and Cloud Computing (2019) (1)
- Coordinating Electric Vehicle Charging Station Installation between the Government and Automakers (2020) (1)
- The Migratory Beekeeping Routing Problem: Model and an Exact Algorithm (2020) (1)
- The hot-versus-cold effect in a punishment game: a multi-round experimental study (2017) (0)
- Stochastic programming approach to process flexibility design (2010) (0)
- Incentive-Driven Two-Sided Matching and Spatial Capacity Allocation in Shared-Mobility Systems (2018) (0)
- Simulation Based Analysis of Stochastic Online Machine Scheduling Problems (2001) (0)
- Optimal Capacity Planning and Battery-Charging Policy for an Electric Vehicle Battery Swap Station (2016) (0)
- Reinforcement Learning for Operational Problems in Transportation Systems with Autonomous Vehicles (2019) (0)
- Content Promotion for Online Content Platforms with Network Diffusion Effect (2021) (0)
- Optimal production ramp‐up in the smartphone manufacturing industry (2020) (0)
- Transportation–Location Problem for a Solar Stove Distributing Nonprofit Organization (2015) (0)
- Optimal Policy for Inventory Management with Periodic and Controlled Resets (2022) (0)
- Service network design with consistent multiple trips (2023) (0)
- The effects of tokenization on ride‐hailing blockchain platforms (2023) (0)
- Evaluation of Public Transit Systems under Short Random Service Suspensions: A Bulk-Service Queuing Approach (2023) (0)
- Individual Path Recommendation Under Public Transit Service Disruptions Considering Behavior Uncertainty (2023) (0)
- Efficiency of the Carpooling Service: Customer Waiting and Driver Utilization (2023) (0)
- The hot-versus-cold effect in a punishment game: a multi-round experimental study (2018) (0)
- Fast Algorithm for Predicting the Production Process Performance in Flexible Production Lines with Delayed Differentiation (2022) (0)
- Urban Courier: Operational Innovation and Data-driven Coverage-and-Pricing (2020) (0)
- The connectivity of modern transportation and logistics for sustainable development in Thailand (2019) (0)
- Social Nudges Boost Productivity on OnlinePlatforms: Evidence from Field Experiments (2020) (0)
- Integrated modelling approach for location analysis (2014) (0)
- Data-driven Approaches to Flexible Systems Design by Long He A dissertation submitted in partial satisfaction of the requirements for the degree of Doctor of Philosophy (2015) (0)
- Optimal Auction Design : Uncertainty , Robustness , and Revenue Maximization (2009) (0)
- Optimizing a New Warehouse Automation System (2015) (0)
- Intertemporal Pricing via Nonparametric Estimation: Integrating Reference Effects and Consumer Heterogeneity (2020) (0)
- Dynamic Inventory Relocation in Disaster Relief (2021) (0)
- OaaS: Organization as a service — Gradient resource structure based on shared service ability (2009) (0)
- Green Supply Chain Design and Management (2013) (0)
- Vehicle Rebalancing in a Shared Micromobility System with Rider Crowdsourcing (2023) (0)
- Data-driven Planning in the Face of Supply Disruption in Global Agricultural Supply Chains (2021) (0)
- A simulation-based approach to inventory management in batch process with flexible recipes (2013) (0)
- Stochastic service network design: The value of fixed routes (2023) (0)
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