Sciweavers

5075 search results - page 1 / 1015
» Convergence
Sort
View
SIAMCO
2010
95views more  SIAMCO 2010»
12 years 11 months ago
Eigenvalue Conditions for Convergence of Singularly Perturbed Matrix Exponential Functions
We investigate convergence of sequences of n
Daniel Cobb
NIPS
2008
13 years 6 months ago
Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm
We study the convergence and the rate of convergence of a local manifold learning algorithm: LTSA [13]. The main technical tool is the perturbation analysis on the linear invarian...
Andrew Smith, Xiaoming Huo, Hongyuan Zha
CEC
2007
IEEE
13 years 11 months ago
Convergence and rate of convergence of a foraging ant model
— We present an ant model that solves a discrete foraging problem. We describe simulations and provide a complete convergence analysis: we show that the ant population computes t...
Amine M. Boumaza, Bruno Scherrer
MP
2008
117views more  MP 2008»
13 years 4 months ago
Multiplier convergence in trust-region methods with application to convergence of decomposition methods for MPECs
Abstract. We study piecewise decomposition methods for mathematical programs with equilibrium constraints (MPECs) for which all constraint functions are linear. At each iteration o...
Giovanni Giallombardo, Daniel Ralph
CDC
2010
IEEE
196views Control Systems» more  CDC 2010»
12 years 12 months ago
Convergence and convergence rate of stochastic gradient search in the case of multiple and non-isolated extrema
The asymptotic behavior of stochastic gradient algorithms is studied. Relying on some results of differential geometry (Lojasiewicz gradient inequality), the almost sure pointconve...
Vladislav B. Tadic