Days: Tuesday, December 3rd Wednesday, December 4th
View this program: with abstractssession overviewtalk overview
Foreword by Jean-Paul Chabard (EDF) and Pascal Massart (FMJH)
09:20 | Teaching self-driving cars to be responsible: A mathematical formalism of the duty of care (abstract) |
10:50 | Distributional reinforcement learning (abstract) |
Presentation of the 2019 Prize, by Marianne Akian (SMAI-MODE), Anne Auger (Prize Committee) and Céline Gicquel (ROADEF)
12:00 | Contributions to the mean field games theory (abstract) |
14:00 | Integer optimization and machine learning, some recent developments (abstract) |
15:00 | Dynamic Programming for IP (abstract) |
16:35 | Combinatorial Aspects of the Unit Commitment Problem (abstract) |
Conference closure by Sandrine Charousset and Stéphane Gaubert
View this program: with abstractssession overviewtalk overview
Invited session organized by Elias Tsigaridas
09:00 | Solving sparse polynomial systems using Groebner bases (abstract) |
09:30 | Solving linear Diophantine systems through Polyhedral Omega and applications in optimization (abstract) |
10:00 | Combinatorial Matrix Theory in Multivariate Statistics: the Case of Structural Equation Models (abstract) |
Invited session organized by Émilie Chouzenoux and Jean-Christophe Pesquet
09:00 | Model Consistency for Learning with Low-complexity Priors (abstract) |
09:30 | Matrix Completion on Graphs: Modeling Interactions (abstract) |
10:00 | Improving the convergence of Stochastically perturbed Nesterov's accelerated Forward-Backward (abstract) |
09:00 | Routing and Slot Allocation in 5G Hard Slicing (abstract) |
09:30 | Routing in deterministic networks (abstract) |
10:00 | Extended formulations for the Virtual Network Functions Placement and Routing Problem (abstract) |
09:00 | Improving MCTS approaches for Vehicle Routing Problems (abstract) |
09:30 | A DSS based on hybrid metaheuristic for waste collection routing problem with time windows (abstract) |
10:00 | Delay propagation on a suburban railway network (abstract) |
09:00 | Linear–Quadratic optimal control for a class of stochastic Volterra equations: solvability and approximation (abstract) |
09:30 | Optimal Probabilistic Control of the Vibrating String under Random Initial Conditions (abstract) |
10:00 | Representation formulas for limit values of long run stochastic optimal controls (abstract) |
Invited session organized by Luce Brotcorne and Miguel Anjos
09:00 | Multiple Decision-Makers in a Collective Self-consumption context: Bilevel optimization (abstract) |
09:30 | Minimizing Energy and Link capacity Utilization in ISP Backbone Networks: Bi-level approach (abstract) |
10:00 | Random Allocations, Fairness and Implementability in Stackelberg Security Games (abstract) |
09:00 | McKean Stochastic Optimal Control of an Energy Storage System to reduce demand variability (abstract) |
09:30 | Arbitrage with Power Factor Correction using Energy Storage (abstract) |
10:00 | Chance Constrained AC Optimal Power Flow with Sparse Polynomial Chaos Expansion (abstract) |
09:00 | Design of a charging infrastructure for electric vehicles under a stochastic driving range (abstract) |
09:30 | Stochastic Model for the Uncertainties in the Long-Term Prediction of Run-of-River Hydropower Generation (abstract) |
10:00 | Strategic behaviour of risk-averse agents under stochastic market clearing (abstract) |
09:00 | Generating Specialized Biased Experts for Electricity and Pollution Forecasting using Online Mixture (abstract) |
09:25 | Privacy Preserving Synthetic Smart Meters Data (abstract) |
09:50 | Co-Clustering for multivariate functional data for the Analysis of Electric Power Consumption (abstract) |
10:15 | Signature-Based Disaggregation of Electricity Demand (abstract) |
Invited session organized by Simone Naldi, Mohab Safey El Din and Victor Magron
11:00 | Partial Recovery in the Graph Alignment Problem (abstract) |
11:30 | A moment approach for entropy solutions to scalar conservation laws (abstract) |
12:00 | Globally Optimal Solution to Inverse Kinematics of 7DOF Serial Manipulator (abstract) |
12:30 | The Impact of Quadratization in Convexification-Based Resolution of Polynomial Binary Optimization (abstract) |
Invited session organized by Émilie Chouzenoux and Jean-Christophe Pesquet
11:00 | An Inertial Newton Algorithm for Deep Learning with Convergence Guarantees (abstract) |
11:30 | Learning step sizes for unfolded sparse coding (abstract) |
12:00 | General Risk Measures for Robust Machine Learning (abstract) |
11:00 | Modeling transmission link's degradation caused by weather phenomena - the special case of FSO networks (abstract) |
11:30 | Optimizing Battery Usage for a Telecommunications Company Participating in a Curtailing Market (abstract) |
12:00 | Sequential Learning in Resource Allocation Games as Path Planning Problems with Side-Observations (abstract) |
12:30 | Optimizing Network Investments and Designing of Offers for a Telecommunication Operator (abstract) |
11:00 | Expressiveness, Robustness and Stability of Landscape Features (abstract) |
11:30 | Unconstrained nonlinear relaxations in global optimization (abstract) |
12:00 | Exact Verification of Piecewise Affine Dynamical Systems (abstract) |
12:30 | HYBRIDIZING SIMULATED ANNEALING WITH RADIAL BASIS FUNCTION NETWORKS MODEL FOR GLOBAL OPTIMIZATION PROBLEMS***CANCELLED**** (abstract) |
13:00 | L0-Regularized Huber Loss Function - ****CANCELLED**** (abstract) |
11:00 | Optimization of the power mix and the remuneration of the electric vehicles with VGI facilites (abstract) |
11:30 | Quantifying the value of flexibility: demand response versus storage (abstract) |
12:00 | Economical assessment of different usage of microgrid battery storage in the UK market context (abstract) |
12:30 | Optimal Design of a District Cooling System Design by Mixed Integer Linear Programming (abstract) |
11:00 | SMS++: a Structured Modelling System for Optimization (abstract) |
11:30 | Stochastic lot-sizing problem with remanufacturing: a dual dynamic decomposition approach (abstract) |
12:00 | A decomposition method by component for the optimization of maintenance scheduling (abstract) |
12:30 | Scenario and Stage Decompositions for Planning Energy Investment under Uncertainty ***Cancelled*** (abstract) |
11:00 | Anchor-Robust Solutions for the Resource-Constrained Project Scheduling Problem (abstract) |
11:30 | Constrained Multi-Objective Optimization under Uncertainty with Multi-fidelity Approximations (abstract) |
12:00 | Online Computation with Untrusted Advice (abstract) |
12:30 | Bayesian Optimization Under Uncertainty for Chance Constrained Problems (abstract) |
Invited session organized by Julie Sliwak and Miguel Anjos
11:00 | A Tight-and-Cheap Relaxation for the ACOPF Problem (abstract) |
11:30 | Improving Clique Decompositions of Semidefinite Relaxations for Optimal Power Flow Problems (abstract) |
12:00 | Solving Alternative Current Optimal Power Flow to Global Optimality with Quadratic Reformulation Using Semi-Definite Programming and Branch-and-Bound (abstract) |
12:30 | A Difference-of-Convex Approach for Optimal Power Flow Problems with Probability Constraints (abstract) |
11:10 | Improvement of condition-based maintenance for a guaranteed level of service on a fleet of equipment (abstract) |
11:35 | Design of optimal maintenance strategies using piecewise deterministic Markov processes (abstract) |
12:00 | Principal Component Analysis for a Bundle of Functional Time Series and its Application in Prediction (abstract) |
12:25 | Prediction of building epoch from unconstrained images using deep learning: an expert level? (abstract) |
12:30 | Towards closing the gap between the theory and practice of SVRG (abstract) |
Invited session organized by Alex Ferrer. This session is devoted to new advances on shape optimization. The topics of the session range from theoretical aspects to numerical developments of industrial interest.
14:15 | A consistent relaxation of optimal design problems for coupling shape and topological derivatives (abstract) |
14:45 | TOPOLOGY OPTIMIZATION IN BRITTLE FRACTURE MECHANICS USING LEVEL-SETS (abstract) |
15:15 | Topology optimization of support structures for thermo-mechanical constraints in powder bed additive manufacturing (abstract) |
14:15 | Online Restart Strategies for SGD (abstract) |
14:45 | Bregman Proximal Methods Revisited for Solving Variational Inequalities with Singularities ***Cancelled*** (abstract) |
15:15 | An adaptive stochastic optimization algorithm for resource allocation (abstract) |
Invited session organized by Miguel Anjos
14:15 | Artificial Intelligence and optimal policies for prosumer integration (abstract) |
14:45 | Pleiad: A Python Framework to Optimize Residential Power Consumption (abstract) |
15:15 | Peer-to-peer Electricity Market Analysis: from Variational to Generalized Nash Equilibrium (abstract) |
14:15 | Spectral Bounds For Graph Partitioning Problems (abstract) |
14:45 | On the minimum $s-t$ cut problem with budget constraints (abstract) |
15:15 | New Results for the Flow Shop problem with Conflict Graph (abstract) |
14:15 | Tensor Decomposition for High-dimensional Hamilton-Jacobi-Bellman Equations (abstract) |
14:45 | The logic of containing tumors (abstract) |
Invited session organized by Luce Brotcorne and Miguel Anjos
14:15 | A Multi-Leader-Follower Game for Demand-Side Management (abstract) |
14:45 | The Rank Pricing Problem with Ties (abstract) |
15:15 | Bilevel optimization applied to strategic pricing in electricity markets and extension to markets with massive entry of renewable energies and distributed generation (abstract) |
15:45 | Strategic bidding in Price Coupled Regions - ****CANCELLED**** (abstract) |
14:15 | On facing demand forecast uncertainties by means of Robust Optimization (abstract) |
14:45 | Constraint Generation for Risk Averse Two-Stage Stochastic Programs (abstract) |
15:15 | Optimal reserve sizing for frequency regulation (abstract) |
14:15 | Self-Adjusting Mutation Rates with Provably Optimal Success Rules (abstract) |
14:45 | Towards Dynamic Algorithm Selection (abstract) |
15:15 | An Improved Generic Bet-and-Run Strategy with Performance Prediction for Stochastic Local Search (abstract) |
14:15 | Algorithmic configuration by learning and optimization (abstract) |
14:45 | Learning to Price: Structured Learning to scale up Column Generation (abstract) |
15:15 | Deep learning numerical methods for Hamilton Jacobi equations - ****CANCELLED**** (abstract) |
Invited session organized by Alex Ferrer.
16:15 | Null Space Gradient Flows for Constrained Optimization with Applications to Shape Optimization (abstract) |
16:45 | Coupled optimization of both structure and mechanical connections (location and number) (abstract) |
17:15 | Robust topology optimization of nanophotonic devices (abstract) |
16:15 | Sinkhorn Divergences for Unbalanced Optimal Transport (abstract) |
16:45 | Newton-Conjugate Gradient Methods with Complexity Guarantees (abstract) |
17:15 | Interior point methods for logistic regression (abstract) |
16:15 | An extended LP formulation for the water pump scheduling problem (abstract) |
16:45 | A Lagrangian Decomposition for Hydro Unit Commitment Problem With Two Reservoir (abstract) |
17:15 | Evaluation of the Impact of the Power Production Function Approximation on Hydropower Maintenance Scheduling***Cancelled*** (abstract) |
16:15 | Bayesian Multi-objective Optimization with Noisy Evaluations using the Knowledge Gradient (abstract) |
16:45 | New Containers Scheduling Strategy based on a Multi-Criteria Decision Algorithm (abstract) |
17:15 | Bayesian Optimization in Reduced Eigenbases (abstract) |
16:15 | Optimal Resource Allocation in Micro-organisms: the Dynamics of Photoacclimation in Microalgae as a Case Study (Oracle Project)**Cancelled** (abstract) |
16:45 | Quasi-Variational Inequality problems over product sets and applications to GNEPs (abstract) |
17:15 | Solving Perfect Information Mean Payoff Zero-sum Stochastic Games by Variance Reduced Deflated Value Iteration (abstract) |
Invited session, organized by Luce Brotcorne and Miguel Anjos
16:15 | There's No Free Lunch: On the Hardness of Choosing a Correct Big-M in Bilevel Optimization (abstract) |
16:45 | Near-Optimal Robust Bilevel Optimization (abstract) |
16:15 | Handling correlated and repeated measurements with the smoothed Multivariate square-root Lasso (abstract) |
16:45 | The Geometry of Sparse Analysis Regularization (abstract) |
17:15 | Variational Formulations for the l0 Pseudonorm and Applications to Sparse Optimization (abstract) |
16:15 | Polyhedral Newton-Min Algorithms for Complementarity Problems (abstract) |
16:45 | A new strategy for solving nonlinear complementarity problems arising in thermodynamics of compositional multiphase mixtures (abstract) |
17:15 | Error estimate for TV denoising (abstract) |
16:15 | A Graph-based Heuristic for Variable Selection in Mixed Integer Linear Programming (abstract) |
16:45 | Mixed Integer Optimization Using Piecewise Linear Function Fitting and JULIA-based library (abstract) |
17:15 | Optimality of a multi-variable fuzzy function (abstract) |