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» Optimizing Generic Functions
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169
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JC
2007
101views more  JC 2007»
15 years 6 months ago
Simple Monte Carlo and the Metropolis algorithm
We study the integration of functions with respect to an unknown density. Information is available as oracle calls to the integrand and to the nonnormalized density function. We ar...
Peter Mathé, Erich Novak
149
Voted
ICAISC
2004
Springer
15 years 11 months ago
Optimization of Centers' Positions for RBF Nets with Generalized Kernels
The problem of locating centers for radial basis functions in neural networks is discussed. The proposed approach allows us to apply the results from the theory of optimum experime...
Ewaryst Rafajlowicz, Miroslaw Pawlak
148
Voted
SIAMJO
2000
61views more  SIAMJO 2000»
15 years 6 months ago
Stability of Locally Optimal Solutions
: Necessary and sufficient conditions are obtained for the Lipschitzian stability of local solutions to finite-dimensional parameterized optimization problems in a very general set...
A. B. Levy, R. A. Poliquin, R. Tyrell Rockafellar
GECCO
2003
Springer
106views Optimization» more  GECCO 2003»
15 years 11 months ago
Exploring the Explorative Advantage of the Cooperative Coevolutionary (1+1) EA
Abstract. Using a well-known cooperative coevolutionary function optimization framework, a very simple cooperative coevolutionary (1+1) EA is defined. This algorithm is investigat...
Thomas Jansen, R. Paul Wiegand
GECCO
2003
Springer
245views Optimization» more  GECCO 2003»
15 years 11 months ago
A Non-dominated Sorting Particle Swarm Optimizer for Multiobjective Optimization
Abstract. This paper introduces a modified PSO, Non-dominated Sorting Particle Swarm Optimizer (NSPSO), for better multiobjective optimization. NSPSO extends the basic form of PSO...
Xiaodong Li