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Program for stream Stochastic, Robust and Distributionally Robust Optimization
Sunday
Monday
Monday, 8:30-10:00
MA-35: Robust and Stochastic Routing Problems
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 44 (building: 303A)
Chair(s):
Francesca Maggioni, Daniele Manerba, Francesca Vocaturo
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The Robust Bike Sharing Rebalancing Problem: Formulations and a Branch-and-Cut Algorithm
Bruno Bruck, Walton Pereira Coutinho, Pedro Munari -
A rolling horizon heuristic approach for a multi-stage stochastic waste collection problem
Andrea Spinelli, Francesca Maggioni, Tania Ramos, Ana Barbosa-Povoa, Daniele Vigo -
Models and solution approaches for the consistent vehicle routing problem under stochastic travel and service times
Yossiri Adulyasak, Seyede Saeede Hosseini, Louis-Martin Rousseau -
The Waste Collection Vehicle Routing Problem with Stochastic Time Dependent Demand Increments
Giuseppe Stecca, Simona Mancini, Francesca Vocaturo
Monday, 10:30-12:00
MB-35: Stochastic Optimization for Energy Transition
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 44 (building: 303A)
Chair(s):
Patrizia Beraldi
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ML-Driven Day-ahead Offering for RES Generators in Uncertain Balancing Markets
Wenxiu Feng, Carlos Ruiz -
Stochastic optimization for unit commitment applied to the security of supply
jonathan dumas -
A robust optimization approach for the strategic design of EV charging stations
Giovanna Miglionico, Patrizia Beraldi, Giovanni Giallombardo -
Optimizing System Sizing: A Stochastic Bi-Level Approach for Green Electricity Retailers
Patrizia Beraldi
Monday, 12:30-14:00
MC-35: Urban Logistics and sustainable TRAnsportation: OPtimization under uncertainTY and MAchine Learning
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 44 (building: 303A)
Chair(s):
Francesca Maggioni
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A Vehicle Routing Problem with Divisible Deliveries and Pickups under Uncertainty
Francesca Vocaturo, Alessandro Gobbi, Daniele Manerba -
Variational Auto-Encoders and Generative Adversarial Networks for scenario generation
Enza Messina, Michele Carbonera, Michele Ciavotta -
On the Attended Home Delivery Problem with Recovery Options: Economical analysis and solution approaches
Daniele Manerba, Valentina Bonomi, Renata Mansini, Roberto Zanotti -
Sampling methods for multi-stage robust optimization problems
Francesca Maggioni, Fabrizio Dabbene, Georg Pflug
Monday, 14:30-16:00
MD-35: Cross-dock Door Problems
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 44 (building: 303A)
Chair(s):
Laureano F. Escudero
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Cross-dock Door Assignment Problem, CDAP, decomposition methodologies
Aitziber Unzueta, Laureano F. Escudero, M. Araceli Garin -
Cross-dock Door Design Problem, CDDP, under uncertainty
M. Araceli Garin, Laureano F. Escudero, Aitziber Unzueta -
Cross-dock Door Design Problem, CDDP, Multi-horizon Distributionally Robust Optimization
Laureano F. Escudero, M. Araceli Garin, Aitziber Unzueta
Tuesday
Tuesday, 8:30-10:00
TA-35: Optimization under uncertainty: theory and solution algorithms
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 44 (building: 303A)
Chair(s):
Martin Glanzer, Francesca Maggioni
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Scaled Cuts for Multistage Stochastic Mixed-Integer Programs
Ward Romeijnders -
Uncertain standard quadratic optimization under distributional assumptions: a chance-constrained epigraphic approach
Daniel de Vicente, Immanuel Bomze -
Gradient-Based Stochastic Optimization via Finite Differences: When To Randomize?
Michael Fu, Jiaqiao Hu -
Guaranteed bounds for optimal stopping problems using kernel-based non-asymptotic uniform confidence bands
Martin Glanzer, Sebastian Maier, Georg Pflug
Tuesday, 10:30-12:00
TB-35: Risk Averse and Contextual Stochastic Optimization
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 44 (building: 303A)
Chair(s):
Guzin Bayraksan, Francesca Maggioni
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ML-based Adaptive Risk Parameters Tuning for Robust Optimization
Emanuele Pizzari, Marco Boresta, Diego Maria Pinto -
Coalitional Acceptability Games: A Framework for Risk-averse Stochastic Coalitional Games
David Wozabal, Walter Gutjahr, Raimund Kovacevic -
Index policy for multiarmed bandit problem with dynamic risk measures
Ozlem Cavus, Milad Malekipirbazari -
A Data-Driven Methodology for Contextual Unit Commitment Using Regression Residuals
Guzin Bayraksan, Ogun Yurdakul
Tuesday, 12:30-14:00
TC-34: Portfolio optimization
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 43 (building: 303A)
Chair(s):
Milos Kopa, Sebastiano Vitali
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Simulation-optimization for dynamic bank asset allocation
Pedro Júdice -
Bilevel models in portfolio selection problems
Monika Kaľatová, Milos Kopa -
Measures of Stochastic Non-Dominance
Jana Junova, Milos Kopa -
Investments in transmission lines and storage units considering second-order stochastic dominance constraints
Sebastiano Vitali, Miguel Carrión, Ruth Dominguez
TC-35: Stochastic Optimization with Decision-Dependent Uncertainty
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 44 (building: 303A)
Chair(s):
Giovanni Pantuso
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Exact and Approximate Schemes for Robust Optimization Problems with Decision Dependent Information Discovery
Rosario Paradiso, Angelos Georghiou, Said Dabia, Denise Tönissen -
Stochastic Queuing-Based Optimization Problems for Network Design
Miguel Lejeune -
Solution of Two-Stage Stochastic Programs under Decision-Dependent Uncertainty
Giovanni Pantuso, Mike Hewitt -
Solving Two-Stage Stochastic Programs with Endogenous Uncertainty via Random Variable Transformation
Maria Carolina Bazotte Corgozinho, Margarida Carvalho, Thibaut Vidal
Tuesday, 14:30-16:00
TD-34: Trends and Open Problems in Robust Optimization
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 43 (building: 303A)
Chair(s):
Frauke Liers, Marc Goerigk
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Robust Spare Parts Inventory Management with Emergency Shipment
Zhao Kang, Ahmadreza Marandi, Rob Basten, Ton de Kok, Joan Stip -
Multistage Sales and Production
Dominic Keehan, Andy Philpott, Andrew J Mason -
Open Problems in Robust Combinatorial Optimization
Marc Goerigk, Michael Hartisch -
Computationally Efficient Data-Driven Distributional Robustness Over Time
Frauke Liers, Kevin-Martin Aigner, Andreas Bärmann, Kristin Braun, Sebastian Pokutta, Kartikey Sharma
TD-35: Location and transportation problems under uncertainty
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 44 (building: 303A)
Chair(s):
Francesca Maggioni, Francesca Vocaturo
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Resilience enhancement of distributions networks with robust optimal sizing and location under uncertainty and random contingencies
Pascal Quach, Yiping Fang, Anne Barros -
Polynomial-time algorithms to compute violation in the robust vehicle routing problem with time windows and budget uncertainty
Igor Malheiros, Michael Poss, Artur Pessoa, Anand Subramanian -
A two-stage stochastic programming approach for an electric fleet composition and mix vehicle routing problem.
Paolo Beatrici, Francesca Maggioni, Sebastian Birolini, Paolo Malighetti -
Preventive maintenance in fixed interval scheduling problems under endogenous uncertainty - a stochastic optimization approach and exact decomposition algorithm
Martin Branda
Wednesday
Wednesday, 8:30-10:00
WA-34: Decision problems represented as influence diagrams
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 43 (building: 303A)
Chair(s):
Milos Kopa, Ahti Salo
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Risk averse mixed-integer linear programming models for influence diagrams
Topias Terho, Olli Herrala, Fabricio Oliveira -
Mixed-integer reformulations for influence diagrams with conditional information structures
Olli Herrala, Fabricio Oliveira, Tommi Ekholm -
Algorithmic Advances for Influence Diagrams
Radu Marinescu, Junkyu Lee, Rina Dechter, Bobak Pezeshki, Alex Ihler -
Optimal Testing Strategies for Information Acquisition in Decision Programming
Ahti Salo, Topias Terho, Fabricio Oliveira
WA-35: Data Valuation from Data-driven Optimization
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 44 (building: 303A)
Chair(s):
Juan Miguel Morales, Robert Mieth
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Wasserstein Distance Based Market for Differentially-Private Data Trading
Fei Teng, Saurab Chhachhi -
Regression Markets: Incentivizing Data Sharing for Forecasting
Thomas Falconer, Jalal Kazempour, Pierre Pinson -
Defining and Quantifying the Marginal Value of a Data Set via Distributionally Robust Optimization
Juan Miguel Morales, Robert Mieth, Adrián Esteban-Pérez -
Data value at the grid-edge
Robert Mieth
Wednesday, 10:30-12:00
WB-34: Stochastic Optimization: Advanced Applications
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 43 (building: 303A)
Chair(s):
Giovanni Pantuso
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Trust Dynamics and Collaboration Costs: Navigating Complexity in Collaborative Distribution Networks
Reza Alikhani, Mahnaz Hosseinzadeh -
Optimal Participation of Energy Communities in Electricity Markets under Uncertainty. A Multi-Stage Stochastic Programming Approach.
Albert Solà Vilalta, Marlyn Dayana Cuadrado Guevara, Ignasi Mañé, F.-Javier Heredia -
A bivariate two-moments fit and its application in appointment scheduling
Bharti Bharti, Michel Mandjes, René Bekker -
Optimal carsharing service pricing under decision-dependent demand uncertainty
Jiali Deng, Giovanni Pantuso
WB-35: Stochastic optimization: theory and applications
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 44 (building: 303A)
Chair(s):
Milos Kopa, Ari-Pekka Perkkiö
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Stability in games with random payoffs
Lukáš Račko, Milos Kopa, Petr Lachout -
Epidemic model of a misinformation spread?
Martin Smid -
Dual solutions in convex stochastic optimization
Ari-Pekka Perkkiö -
Risk-Averse Multiarmed Bandits with Switching Penalties
Milad Malekipirbazari
Wednesday, 12:30-14:00
WC-34: Transportation and Logistics under Uncertainty
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 43 (building: 303A)
Chair(s):
Robert Hlavatý
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A robust satisficing multi-objective optimization approach for bike-sharing systems with heterogeneous user types
Qingxin Chen, Shoufeng Ma, Ning Zhu -
A Robust Stochastic Approach to Edge Computing Service Network Design with Network Attacks Uncertainties
Jie Chen -
Towards efficient transportation systems – designing a transportation system under uncertainty
Robert Hlavatý, Helena Brozova
WC-35: Robust Optimization: Theory and Applications
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 44 (building: 303A)
Chair(s):
Christopher Kirkbride
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Robust approaches for the Kidney Exchange Problem
Matteo Petris, Claudia Archetti, Ivana Ljubic -
Optimistic versus Pessimistic Discrete Robust Optimisation Approaches: Opportunities and Challenges
Nader Azizi -
Distributionally robust fixed interval scheduling with heterogenous machines and random delays
Monika Matoušková -
Robust Markov decision processes under parametric transition distributions
Christopher Kirkbride, Ben Black, Trivikram Dokka
Wednesday, 14:30-16:00
WD-34: New problems in logistics under uncertainty
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 43 (building: 303A)
Chair(s):
Vibeke Hvidegaard Petersen
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Data-driven Drone Pre-positioning for Traffic Accident Rapid Assessment
Zhu Meng, Ning Zhu -
Navigating parametric cost function approximation: A practitioner's guide for sequential decision-making with integer constraints in a production setting
Max Barkhausen -
Investigating condition-based and predictive strategies for heavy maintenance at offshore wind farms
Vibeke Hvidegaard Petersen, Christian Rognes, Herman Grytbakk Tronsaune, Magnus Stålhane
WD-35: Optimization under Uncertainty in Manufacturing and Supply Chain Management
Stream: Stochastic, Robust and Distributionally Robust Optimization
Room: 44 (building: 303A)
Chair(s):
Berend Markhorst
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The Value of Flexibility in Robust Supply Chain Network Design
Amin Ahmadi Digehsara, Amir Ardestani-Jaafari -
Stochastic optimization with automated number of storage tank selection for crude oil scheduling
Hasan Sildir, Damla Yalcin, Ozgun Deliismail, Basak Tuncer -
Sailing through uncertainty: mathematical optimization for ship pipe routing in the energy transition
Berend Markhorst, Joost Berkhout, Alessandro Zocca, Jeroen Pruyn, Rob van der Mei