Adaptive Two-stage Stochastic Programming with an Analysis on Capacity Expansion Planning Problem
Fuente:
arXiv
Saved in:
| Main Authors: | Basciftci, Beste, Ahmed, Shabbir, Gebraeel, Nagi |
|---|---|
| Format: | Preprint |
| Published: |
2019
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Adaptive Multistage Stochastic Programming
by: Kayacık, Sezen Ece, et al.
Published: (2024)
by: Kayacık, Sezen Ece, et al.
Published: (2024)
Distributionally Robust Optimization with Multimodal Decision-Dependent Ambiguity Sets
by: Yu, Xian, et al.
Published: (2024)
by: Yu, Xian, et al.
Published: (2024)
Transit Network Design with Two-Level Demand Uncertainties: A Machine Learning and Contextual Stochastic Optimization Framework
by: Guan, Hongzhao, et al.
Published: (2026)
by: Guan, Hongzhao, et al.
Published: (2026)
Hydrogen Network Expansion Planning considering the Chicken-and-egg Dilemma and Market Uncertainty
by: Kayacık, Sezen Ece, et al.
Published: (2025)
by: Kayacık, Sezen Ece, et al.
Published: (2025)
Dual Sourcing of Green Hydrogen: Balancing Local Production with Stochastic Capacity and Import with Random Yield
by: Kayacik, Sezen Ece, et al.
Published: (2024)
by: Kayacik, Sezen Ece, et al.
Published: (2024)
Path-Based Formulations for the Design of On-demand Multimodal Transit Systems with Adoption Awareness
by: Guan, Hongzhao, et al.
Published: (2023)
by: Guan, Hongzhao, et al.
Published: (2023)
Bilevel Optimization and Heuristic Algorithms for Integrating Latent Demand into the Design of Large-Scale Transit Systems
by: Guan, Hongzhao, et al.
Published: (2022)
by: Guan, Hongzhao, et al.
Published: (2022)
Data-driven joint optimization of maintenance and spare parts provisioning: A distributionally robust approach
by: Rozas, Heraldo, et al.
Published: (2025)
by: Rozas, Heraldo, et al.
Published: (2025)
A Stochastic Conjugate Subgradient Algorithm for Two-stage Stochastic Programming
by: Zhang, Di, et al.
Published: (2025)
by: Zhang, Di, et al.
Published: (2025)
On the Value of Risk-Averse Multistage Stochastic Programming in Capacity Planning
by: Yu, Xian, et al.
Published: (2024)
by: Yu, Xian, et al.
Published: (2024)
Distributionally Robust Hospital Capacity Expansion Planning under Stochastic and Correlated Patient Demand
by: Alnaggar, Aliaa, et al.
Published: (2024)
by: Alnaggar, Aliaa, et al.
Published: (2024)
Data-driven Policies For Two-stage Stochastic Linear Programs
by: Sharma, Chhavi, et al.
Published: (2026)
by: Sharma, Chhavi, et al.
Published: (2026)
Capacity Expansion Planning for Puerto Rico's Electric Power System
by: Glista, Elizabeth, et al.
Published: (2026)
by: Glista, Elizabeth, et al.
Published: (2026)
Analyzing the Impact of Computation in Adaptive Dynamic Programming for Stochastic LQR Problem
by: Cao, Wenhan, et al.
Published: (2024)
by: Cao, Wenhan, et al.
Published: (2024)
A Stochastic Programming Approach to the Railcar Maintenance Problem with Service Level and Track Capacity Considerations
by: Elhüseyni, Murat, et al.
Published: (2025)
by: Elhüseyni, Murat, et al.
Published: (2025)
Stability of Two-Stage Stochastic Programs Under Problem-Dependent Costs
by: Peyrousset, Nils, et al.
Published: (2026)
by: Peyrousset, Nils, et al.
Published: (2026)
Nodal Capacity Expansion Planning with Flexible Large-Scale Load Siting
by: Zuluaga, Tomas Valencia, et al.
Published: (2025)
by: Zuluaga, Tomas Valencia, et al.
Published: (2025)
Machine Learning-Enabled Large-Scale Capacity Expansion Planning under Uncertainty
by: Kwon, Taehyeon, et al.
Published: (2026)
by: Kwon, Taehyeon, et al.
Published: (2026)
Multi-Period Stochastic Logistic Hub Capacity Planning for Relay Transportation
by: Liu, Xiaoyue, et al.
Published: (2024)
by: Liu, Xiaoyue, et al.
Published: (2024)
Stability Analysis of An Integrated Multistage Stochastic Programming and Markov Decision Process Problem
by: Yang, Zhiyao, et al.
Published: (2025)
by: Yang, Zhiyao, et al.
Published: (2025)
Cardinality-Constrained Bilevel Capacity Expansion
by: Guo, Lei, et al.
Published: (2025)
by: Guo, Lei, et al.
Published: (2025)
Two-Stage Stochastic Capacity Expansion in Stable Matching under Truthful or Strategic Preference Uncertainty
by: Bazotte, Maria, et al.
Published: (2025)
by: Bazotte, Maria, et al.
Published: (2025)
From Zonal to Nodal Capacity Expansion Planning: Spatial Aggregation Impacts on a Realistic Test-Case
by: Glista, Elizabeth, et al.
Published: (2025)
by: Glista, Elizabeth, et al.
Published: (2025)
A Quantile Neural Network Framework for Two-stage Stochastic Optimization
by: Alcántara, Antonio, et al.
Published: (2024)
by: Alcántara, Antonio, et al.
Published: (2024)
Contextual Quantile Minimization for Two-Stage Stochastic Programs
by: Tsang, Man Yiu, et al.
Published: (2025)
by: Tsang, Man Yiu, et al.
Published: (2025)
Scenario Reduction for the Two-Stage Stochastic Unit Commitment Problem
by: Werner, Yannick, et al.
Published: (2025)
by: Werner, Yannick, et al.
Published: (2025)
Machine Learning-Augmented Optimization of Large Bilevel and Two-stage Stochastic Programs: Application to Cycling Network Design
by: Chan, Timothy C. Y., et al.
Published: (2022)
by: Chan, Timothy C. Y., et al.
Published: (2022)
An Adaptive Sampling-based Progressive Hedging Algorithm for Stochastic Programming
by: Zhang, Di, et al.
Published: (2024)
by: Zhang, Di, et al.
Published: (2024)
Solutions of Two-stage Stochastic Minimax Problems
by: Sun, Hailin, et al.
Published: (2025)
by: Sun, Hailin, et al.
Published: (2025)
Two-stage and Lagrangian Dual Decision Rules for Multistage Adaptive Robust Optimization
by: Daryalal, Maryam, et al.
Published: (2023)
by: Daryalal, Maryam, et al.
Published: (2023)
Prescriptive PCA: Dimensionality Reduction for Two-stage Stochastic Optimization
by: He, Long, et al.
Published: (2023)
by: He, Long, et al.
Published: (2023)
Regularized Benders Decomposition for High Performance Capacity Expansion Models
by: Pecci, Filippo, et al.
Published: (2024)
by: Pecci, Filippo, et al.
Published: (2024)
A Two-Stage Stochastic Model for Road-Rail Intermodal Freight Transportation Under Demand and Capacity Uncertainty
by: Gbadegoye, Jeremiah, et al.
Published: (2025)
by: Gbadegoye, Jeremiah, et al.
Published: (2025)
A Mean Field Game for Capacity Expansion Modeling
by: Hubert, Emma, et al.
Published: (2025)
by: Hubert, Emma, et al.
Published: (2025)
Robust Capacity Expansion under Wildfire Ignition Risk and High Renewable Penetration
by: Tapia, Tomás, et al.
Published: (2026)
by: Tapia, Tomás, et al.
Published: (2026)
Geometric Programming Problems with Triangular and Trapezoidal Two-fold Uncertainty Distributions
by: Mondal, Tapas, et al.
Published: (2023)
by: Mondal, Tapas, et al.
Published: (2023)
Scalable and Interactive Electricity Grid Expansion Planning
by: Degleris, Anthony, et al.
Published: (2024)
by: Degleris, Anthony, et al.
Published: (2024)
Solving Two-Stage Stochastic Programs with Endogenous Uncertainty via Random Variable Transformation
by: Bazotte, Maria, et al.
Published: (2024)
by: Bazotte, Maria, et al.
Published: (2024)
A Nationwide Multi-Location Multi-Resource Stochastic Programming Based Energy Planning Framework
by: Al-Lawati, Razan A. H., et al.
Published: (2023)
by: Al-Lawati, Razan A. H., et al.
Published: (2023)
Contextual Scenario Generation for Two-Stage Stochastic Programming
by: Islip, David, et al.
Published: (2025)
by: Islip, David, et al.
Published: (2025)
Similar Items
-
Adaptive Multistage Stochastic Programming
by: Kayacık, Sezen Ece, et al.
Published: (2024) -
Distributionally Robust Optimization with Multimodal Decision-Dependent Ambiguity Sets
by: Yu, Xian, et al.
Published: (2024) -
Transit Network Design with Two-Level Demand Uncertainties: A Machine Learning and Contextual Stochastic Optimization Framework
by: Guan, Hongzhao, et al.
Published: (2026) -
Hydrogen Network Expansion Planning considering the Chicken-and-egg Dilemma and Market Uncertainty
by: Kayacık, Sezen Ece, et al.
Published: (2025) -
Dual Sourcing of Green Hydrogen: Balancing Local Production with Stochastic Capacity and Import with Random Yield
by: Kayacik, Sezen Ece, et al.
Published: (2024)