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OL
2011
332views Neural Networks» more  OL 2011»
13 years 29 days ago
A robust implementation of a sequential quadratic programming algorithm with successive error restoration
We consider sequential quadratic programming (SQP) methods for solving constrained nonlinear programming problems. It is generally believed that SQP methods are sensitive to the a...
Klaus Schittkowski
PLDI
2000
ACM
13 years 9 months ago
Off-line variable substitution for scaling points-to analysis
Most compiler optimizations and software productivity tools rely on information about the effects of pointer dereferences in a program. The purpose of points-to analysis is to com...
Atanas Rountev, Satish Chandra
CEC
2010
IEEE
13 years 7 months ago
Constrained global optimization of low-thrust interplanetary trajectories
The optimization of spacecraft trajectories can be formulated as a global optimization task. The complexity of the problem depends greatly on the problem formulation, on the spacec...
Chit Hong Yam, David Di Lorenzo, Dario Izzo
SIGSOFT
2004
ACM
14 years 6 months ago
Scaling regression testing to large software systems
When software is modified, during development and maintenance, it is regression tested to provide confidence that the changes did not introduce unexpected errors and that new feat...
Alessandro Orso, Nanjuan Shi, Mary Jean Harrold
ICML
2007
IEEE
14 years 6 months ago
Pegasos: Primal Estimated sub-GrAdient SOlver for SVM
We describe and analyze a simple and effective iterative algorithm for solving the optimization problem cast by Support Vector Machines (SVM). Our method alternates between stocha...
Shai Shalev-Shwartz, Yoram Singer, Nathan Srebro