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ANNPR
2006
Springer
15 years 11 months ago
Support Vector Regression Using Mahalanobis Kernels
Abstract. In our previous work we have shown that Mahalanobis kernels are useful for support vector classifiers both from generalization ability and model selection speed. In this ...
Yuya Kamada, Shigeo Abe
FMCAD
2008
Springer
15 years 9 months ago
Invariant-Strengthened Elimination of Dependent State Elements
Abstract-- This work presents a technology-independent synthesis optimization that is effective in reducing the total number of state elements of a design. It works by identifying ...
Michael L. Case, Alan Mishchenko, Robert K. Brayto...
WSC
2004
15 years 9 months ago
Solving Stochastic Mathematical Programs with Complementarity Constraints Using Simulation
Recently, simulation-based methods have been successfully used for solving challenging stochastic optimization problems and equilibrium models. Here we report some of the recent p...
S. Ilker Birbil, Gül Gürkan, Ovidiu List...
WSC
2004
15 years 9 months ago
A New Method to Determine the Tool Count of a Semiconductor Factory Using FabSim
Tool count optimization is mandatory for an efficiently organized semiconductor factory. This paper describes an efficient heuristic to determine the tool count using the compact ...
Holger Vogt
GECCO
2010
Springer
225views Optimization» more  GECCO 2010»
15 years 7 months ago
Comparison of NEWUOA with different numbers of interpolation points on the BBOB noiseless testbed
In this paper, we study the performances of the NEW Unconstrained Optimization Algorithm (NEWUOA) with different numbers of interpolation points. NEWUOA is a trust region method, ...
Raymond Ros