UP
Talks, Seminars, Tutorials
- January 2012, LION 6, Tutorial, Addressing Numerical Black-Box Optimization: CMA-ES, (tentative slides 1.8MB)
- November 2011, Microsoft Research Cambridge, Lecture, CMA-ES – a Stochastic Second-Order Method for Function-Value Free Numerical Optimization, (slides 6.5MB)
- July 2011, Dublin, Tutorial at GECCO,
CMA-ES (slides 1.6MB)
- May 2011, Toulouse, Atelier Outils et méthodes d'optimisation pour le GNC, Institut Aéronautique et Spatial de CNES, The CMA-ES and its Application to Space Flight Trajectory Optimization together with Dietmar Wolz (slides, first part 5.3MB)
- April 2011, Berlin, International Industrial Convention on Biomimetics, invited talk, Modern Evolution Strategies: Theory and Application
- September 2010, Krakow, Workshop on Self-tuning, self-configuring and self-generating search heuristics (Self* 2010) at PPSN XI, invited talk,
Algorithm Design in Evolutionary Computation: Parameter Identification and Control (slides)
- July 2010, Portland, Tutorial at GECCO,
Evolution Strategies and Covariance Matrix Adaptation (slides 1.5MB)
- November 2009, INRIA Paris-Rocquencourt,
Seminar constraints,
The difficulties of black-box optimization and a stochastic variable metric approach (slides, 2.5MB)
- October 2009, Birmingham, tutorial at the workshop for
Theory of Randomized Search Heuristics (TRSH), tutorial
Theory of randomized search heuristics for continuous
optimization
- July 2009, Montreal, Tutorial at GECCO,
Evolution Strategies and Covariance Matrix Adaptation (slides 1.1MB)
- April 2009, Université Paris 6, Challenges for stochastic optimization and a variable metric approach (slides 1.7MB)
- September 2008, Dortmund, Tutorial at PPSN,
Evolution Strategies and Related Estimation of Distribution Algorithms (slides 1.3MB)
- July 2008, Atlanta, Tutorial at GECCO,
Evolution Strategies and Related Estimation of Distribution Algorithms (slides 1.3MB)
- May 2008, Microsoft Research-INRIA Joint Centre, First
Search and Biology Day, Dynamic Problem Encoding for Optimization
(slides 1.3MB)
- April 2008, Lorentz
Center Leiden, Tutorial—Covariance Matrix Adaptation
Evolution Strategy (CMA-ES)
- February 2008, Schloss
Dagstuhl - Leibnitz center for informatics, Toward a Convergence Proof for CMA-ES—and
Beyond
(slides 1.2MB)
- July 2007, University Kiel, Institute of CS,
Stochastic Optimization in Continuous Domain:
Challenges and Approaches (slides 2.5MB)
- September 2006, Reykjavik, Tutorial at PPSN,
The Covariance Matrix Adaptation (CMA) Evolution
Strategy (slides 1.7MB)
- February 2006, Schloss Dagstuhl - Leibnitz center for informatics,
Step Length on Linear Fitness Functions—Self-Adaptation and Beyond
(slides 0.6MB)
- December 2005, University Dortmund FB Statistik,
Evolutionary Optimization and the CMA Evolution Strategy
- February 2004, Schloss Dagstuhl - Leibnitz center for informatics,
The Covariance Matrix Adaptation (CMA)—Yet Another
Estimation of Distribution Algorithm (EDA)?
- February 2000, Schloss Dagstuhl - Leibnitz center for informatics,
Keypoints in Strategy Parameter Control