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UCB IEOR Department Research Activities

UCB IEOR Department Research Activities.

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UCB IEOR Department Research Activities

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  1. UCB IEOR DepartmentResearch Activities

  2. IEOR Faculty:Ilan AdlerAlper AtamturkJon BurgstoneYing-Ju ChenLaurent El Ghaoui Ken GoldbergXin GuoDorit S. HochbaumRichard Karp Philip M. KaminskyRobert C. LeachmanAndrew LimShmuel S. OrenChristos PapadimitriouRhonda L. Righter (Chair)Lee W. SchrubenZuo-Jun "Max" ShenIkhlaq SidhuCandace Yano

  3. Theory • Linear and Integer Programming • Stochastic Optimization and Control • Robust Optimization • Queueing Theory • Decision Theory • Sparse PCA • Algorithms and Complexity • Approximation Algorithms • Game Theory • Discrete Event Simulation • Network Flow Algorithms

  4. Manufacturing/Operations/ Transport • Shipping Port and Container optimization • Optimizing Railroad Traffic • Semi-conductor fab process planning • Supply chain optimization • Scheduling • Algorithmic automation • Pricing and Market Mechanism Design • Logistics • Revenue management • Outsourcing • Manufacturing/marketing integration • Inventory management • Capacity planning • Robotics and Automation

  5. Security • Detecting nuclear threats • Tagging threats and tracking mobile threats • Pattern recognition/detecting security • Respectful cameras

  6. Financial Engineering • Option pricing • Pricing and auctions • Credit Risk Analysis • Robust asset allocation • Revenue management • Hedging strategies

  7. Energy • Energy resource planning • Scheduling Smart Grid operation • Grid topology optimization • Electricity market design • Demand response • Renewables integration • Impact of environmental regulation on the power grid • Optimizing wind Farms • Home energy management • Energy efficiency evaluation

  8. Healthcare • BioProduction: Planning, Scheduling, Supply Chains • Image Analysis and Clustering • Triage decision optimization • Radiotherapy dose planning • Planning and control for computer aided surgery • Planning and control for steerable needles • Global health solutions • Pattern recognition: detecting medical pathologies and tumors • Operating room time allocation to surgeons • Surgery scheduling • Computational Biology

  9. Networks • Risk analysis • Grid Computing • Optimal energy networks • Statistical news analysis • Optimal routing • Opinion modeling and visualization • Call center optimization • Collaborative filtering • Networked robots • Reliable network design

  10. Research Centers Led by the Faculty • Power Systems Engineering Research Center • Biopharmaceutical Operations Research Center • Berkeley Center for New Media

  11. Research Centers Led by the Faculty • Power Systems Engineering Research Center • Biopharmaceutical Operations Research Center • Berkeley Center for New Media

  12. Research Centers Led by the Faculty • Power Systems Engineering Research Center • Biopharmaceutical Operations Research Center • Berkeley Center for New Media

  13. Operations-Marketing Interface • Pricing and scheduling for express delivery firms • Manufacturer pricing policies to improve supply chain performance • Outsourcing of store-brand manufacturing • Coordination of production and pricing decisions

  14. Risk Issues in Operations and Inventory Management • Managing weather - related inventory risk • Impact of short-term performance targets and risk on inventory management • Optimizing archived copies of research journals

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