Stochastic global optimization using tangent minorants for Lipschitz functions

2020 ◽  
Vol 373 ◽  
pp. 112462
Author(s):  
Walid Ben Aribi ◽  
Hamadi Ammar ◽  
Mohamed Ben Alaya
Keyword(s):  
Global Optimization ◽  
Lipschitz Functions ◽  
Stochastic Global Optimization

On hybridization of stochastic global optimization algorithms taking into account the features of their architecture

2021 ◽  
Vol 1 ◽  
pp. 113-117
Author(s):  
Dmitry Syedin ◽  
Keyword(s):  
Global Optimization ◽  
Stochastic Optimization ◽  
Optimization Algorithms ◽  
Stochastic Global Optimization ◽  
Stochastic Optimization Algorithms ◽  
Pca Algorithm

The work is devoted to the hybridization of stochastic global optimization algorithms depending on their architecture. The main methods of hybridization of stochastic optimization algorithms are listed. An example of hybridization of the algorithm is given, the modification of which became possible due to taking into account the characteristic architecture of the M-PCA algorithm.

Global optimization of univariate Lipschitz functions: I. Survey and properties

1992 ◽  
Vol 55 (1-3) ◽  
pp. 251-272 ◽  
Author(s):  
Pierre Hansen ◽  
Brigitte Jaumard ◽  
Shi-Hui Lu
Keyword(s):  
Global Optimization ◽  
Lipschitz Functions
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