Titlebook: Complementarity: Applications, Algorithms and Extensions; Michael C. Ferris,Olvi L. Mangasarian,Jong-Shi Pan Book 2001 Springer Science+Bu

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boisterous

佛刊

Scalable Probabilistic Clustering,ntifying . sub-populations and summarizing each sub- population with a model or probability density function. The EM algorithm is an approach that iteratively estimates the memberships of the observations in each cluster and the parameters of the . density functions for each cluster. Typical EM impl

BIAS

A Complementarity Eigenproblem in the Stability Analysis of Finite Dimensional Elastic Systems withm is motivated by the study of divergence instabilities of static equilibrium states of finite dimensional mechanical systems with unilateral frictional contact. The complementarity eigenproblem is solved by transforming it into a non-monotone mixed complementarity problem (MCP), which is then solve

Mast-Cell

表示問

Optimization Approaches to Semi-Supervised Learning, data, S.VM constructs a support vector machine using both the training and working sets. We use S.VM to solve the transductive inference problem posed by Vapnik. In transduction, the task is to estimate the value of a classification function at the given points in the working set. This contrasts wi

表示問

Arthropathy

On the Connectedness of Solution Sets of Parametrized Equations and of Solution Sets in Linear Comp open set in .. and the parameter . varying over a topological space. Based on this, we show that the partitioned matrix . is (LCP) connected (i.e., for all ., the solution set of LCP(.) is connected) when . ∈ .. ∩ ., . = 0, and . is connected. We also show that (a) any nonnegative .. ∩ ..-matrix is

Osteoarthritis

An Active Set-Type Newton Method for Constrained Nonlinear Systems,ve set-type Newton method. This method is shown to be globally convergent in the sense that every accumulation point is a stationary point of a corresponding box constrained optimization problem. Moreover, the method is locally superlinearly or quadratically convergent under a suitable regularity co

intimate