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» Discrete Hamilton-Jacobi theory and discrete optimal control
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NIPS
2004
15 years 2 months ago
Learning, Regularization and Ill-Posed Inverse Problems
Many works have shown that strong connections relate learning from examples to regularization techniques for ill-posed inverse problems. Nevertheless by now there was no formal ev...
Lorenzo Rosasco, Andrea Caponnetto, Ernesto De Vit...
CDC
2010
IEEE
147views Control Systems» more  CDC 2010»
14 years 8 months ago
Generalized multicircumcenter trajectories for optimal design under near-independence
This work deals with trajectory optimization for a network of robotic sensors sampling a spatio-temporal random field. We examine the problem of minimizing over the space of networ...
Rishi Graham, Jorge Cortés
ICRA
2000
IEEE
78views Robotics» more  ICRA 2000»
15 years 5 months ago
Hybrid System Design for Singularityless Task Level Robot Controllers
This paper presents a hybrid system approach in the design of a singularityless task level controller. To achieve a singularityless motion control in the neighborhood of singulari...
Jindong Tan, Ning Xi
CDC
2010
IEEE
150views Control Systems» more  CDC 2010»
14 years 8 months ago
An adjoint method for second-order switching time optimization
Abstract-- Switched systems evolve over a sequence of continuous modes of operation, transitioning between modes in a discrete manner. Assuming a mode sequence is known, the evolut...
Timothy M. Caldwell, Todd D. Murphey
GECCO
2007
Springer
177views Optimization» more  GECCO 2007»
15 years 7 months ago
Evolutionary algorithms and matroid optimization problems
We analyze the performance of evolutionary algorithms on various matroid optimization problems that encompass a vast number of efficiently solvable as well as NP-hard combinatoria...
Joachim Reichel, Martin Skutella