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PRL
2008
95views more  PRL 2008»
15 years 4 months ago
Semi-supervised learning by search of optimal target vector
We introduce a semi-supervised learning estimator which tends to the first kernel principal component as the number of labeled points vanishes. We show application of the proposed...
Leonardo Angelini, Daniele Marinazzo, Mario Pellic...
WSC
1998
15 years 5 months ago
Simulation Optimization Research and Development
Simulation optimization is rapidly becoming a mainstream tool for simulation practitioners. Simulation optimization is the practice of linking an optimization method with a simula...
Royce Bowden, John D. Hall
GECCO
2007
Springer
215views Optimization» more  GECCO 2007»
15 years 8 months ago
Finding safety errors with ACO
Model Checking is a well-known and fully automatic technique for checking software properties, usually given as temporal logic formulae on the program variables. Most model checke...
Enrique Alba, J. Francisco Chicano
WSC
2000
15 years 5 months ago
A practical approach to sample-path simulation optimization
We propose solving continuous parametric simulation optimizations using a deterministic nonlinear optimization algorithm and sample-path simulations. The optimization problem is w...
Michael C. Ferris, Todd S. Munson, Krung Sinapirom...
CORR
2010
Springer
136views Education» more  CORR 2010»
15 years 1 months ago
On Optimal Single-Item Auctions
We revisit the problem of designing the profit-maximizing single-item auction, solved by Myerson in his seminal paper for the case in which bidder valuations are independently dis...
Christos H. Papadimitriou, George Pierrakos