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2012
Springer
14 years 3 days ago
Hyperparameter Tuning in Bandit-Based Adaptive Operator Selection
We are using bandit-based adaptive operator selection while autotuning parallel computer programs. The autotuning, which uses evolutionary algorithm-based stochastic sampling, take...
Maciej Pacula, Jason Ansel, Saman P. Amarasinghe, ...
AUTOMATICA
1999
82views more  AUTOMATICA 1999»
15 years 4 months ago
Controllers for reachability specifications for hybrid systems
The problem of systematically synthesizing hybrid controllers which satisfy multiple control objectives is considered. We present a technique, based on the principles of optimal c...
John Lygeros, Claire Tomlin, Shankar Sastry
TCAD
2008
97views more  TCAD 2008»
15 years 4 months ago
Encoding Large Asynchronous Controllers With ILP Techniques
State encoding is one of the most difficult problems in the synthesis of asynchronous controllers. This paper presents a method that can solve the problem of large controllers spec...
Josep Carmona, Jordi Cortadella
JSS
2007
120views more  JSS 2007»
15 years 4 months ago
The design and evaluation of path matching schemes on compressed control flow traces
A control flow trace captures the complete sequence of dynamically executed basic blocks and function calls. It is usually of very large size and therefore commonly stored in com...
Yongjing Lin, Youtao Zhang, Rajiv Gupta
GECCO
2005
Springer
142views Optimization» more  GECCO 2005»
15 years 10 months ago
Toward evolved flight
We present the first hardware-in-the-loop evolutionary optimization on an ornithopter. Our experiments demonstrate the feasibility of evolving flight through genetic algorithms an...
Rusty Hunt, Gregory Hornby, Jason D. Lohn