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150
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NIPS
2007
15 years 7 months ago
2007
The control of high-dimensional, continuous, non-linear dynamical systems is a key problem in reinforcement learning and control. Local, trajectory-based methods, using techniques...
203
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ICNC
2009
Springer
15 years 11 months ago
2009
Springer
Vehicle routing problem (VRP) is a well-known combinatorial optimization and nonlinear programming problem seeking to service a number of customers with a fleet of vehicles. This ...
147
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CAV
2003
Springer
15 years 11 months ago
2003
Springer
Abstract. We present a new method for the generation of linear invariants which reduces the problem to a non-linear constraint solving problem. Our method, based on Farkas’ Lemma...
173
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CPAIOR
2008
Springer
15 years 8 months ago
2008
Springer
Abstract. The stochastic satisfiability modulo theories (SSMT) problem is a generalization of the SMT problem on existential and randomized (aka. stochastic) quantification over di...
170
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CCE
2004
15 years 6 months ago
2004
Significant advances have been made in the last two decades for the effective solution of mixed integer non-linear programming (MINLP) problems, mainly by exploiting the special s...