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Cluster: Derivative-free & simulation-based optimization

Tuesday


10:30 - 12:00, room: H 3503

Chair: Stefan Wild and Luís Nunes Vicente
Derivative-free optimization and constraints

Fasano An exact penalty method for constrained Lipschitz optimization [...]
Kofler Derivative-free optimization with equality constraints using data analysis [...]
Powell On derivative-free optimization with linear constraints [...]

 

13:15 - 14:45, room: H 3503

Chair: Stefan Wild and Luís Nunes Vicente
New techniques for optimization without derivatives

Wright Defining non-monotone derivative-free methods [...]
Gray Calculating and using sensitivity information during derivative-free optimization routines [...]
Amaran A comparison of software and algorithms in unconstrained simulation optimization problems [...]

 

15:15 - 16:45, room: H 3503

Chair: Luís Nunes Vicente and Stefan Wild
Novel approaches in derivative-free optimization

Nesterov Random gradient-free minimization of convex functions [...]
Bandeira On sparse Hessian recovery and trust-region methods based on probabilistic models [...]
Rakhlin Regret minimization with zeroth order information [...]

 

 

Wednesday


10:30 - 12:00, room: H 3503

Chair: Luís Nunes Vicente and Stefan Wild
Exploiting structure in derivative-free optimization

Kelley Sparse interpolatory models for molecular dynamics [...]
Hare Derivative free optimization for finite minimax functions [...]
Regis A derivative-free trust-region algorithm for constrained, expensive black-box optimization using radial basis functions [...]

 

13:15 - 14:45, room: H 3503

Chair: Luís Nunes Vicente and Stefan Wild
Derivative-free applications and parallelization

Martinez Design of river fishways: A derivative-free optimization perspective [...]
Vaz Vibration-based structural health monitoring based on a derivative-free global optimization approach [...]
Olsson Parallelization of algorithms for derivate-free optimization [...]

 

15:15 - 16:45, room: H 3503

Chair: Stefan Wild and Luís Nunes Vicente
Stochastic zero-order methods

Faco A continuous GRASP for global optimization with general linear constraints [...]
Stich Convergence of local search [...]
Auger Convergence of adaptive evolution strategies on monotonic C2-composite and scale-invariant functions [...]

 

 

Thursday


13:15 - 14:45, room: H 3003A

Chair: Luís Nunes Vicente and Stefan Wild
Addressing noise in derivative-free optimization

Wild Computational noise in simulation-based optimization [...]
Billups Managing the trust region and sample set for regression model based methods for optimizing noisy functions without derivatives [...]
Tröltzsch A model-based trust-region algorithm for derivative-free optimization and its adaptation to handle noisy functions and gradients [...]

 

15:15 - 16:45, room: H 3003A

Chair: Luís Nunes Vicente and Stefan Wild
Recent progress in direct search methods

Le Digabel The mesh adaptive direct search algorithm with reduced number of directions [...]
Martínez Inexact restoration method for derivative-free optimization with smooth constraints [...]
Garmanjani Smoothing and worst case complexity for direct-search methods in non-smooth optimization [...]

 

 

Friday


10:30 - 12:00, room: H 3003A

Chair: Stefan Wild and Luís Nunes Vicente
MINLP and constrained optimization without derivatives

Sobral Constrained derivative-free optimization on thin domains [...]
Müller A surrogate model algorithm for computationally expensive mixed-integer black-box global optimization problems [...]
Griffin A parallel hybrid derivative-free SAS procedure for MINLP [...]

 

13:15 - 14:45, room: H 3003A

Chair: Stefan Wild and Luís Nunes Vicente
Multiple objectives in derivative-free optimization

Custodio Direct MultiSearch: A robust and efficient approach to multiobjective derivative-free optimization [...]
Vicente Efficient cardinality/mean-variance portfolios [...]
Rinaldi Using an exact penalty function for multiobjective Lipschitz programs [...]

 

15:15 - 16:45, room: H 3003A

Chair: Luís Nunes Vicente and Stefan Wild
Novel applications of derivative-free and simulation-based optimization

Meza Derivative-free optimization methods for determining the surface structure of nanosystems [...]
Sartenaer Derivative-free optimization for large-scale nonlinear data assimilation problems [...]
Conn Simulation-based optimization: Integrating seismic and production data in history matching [...]

 

 

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