Mathematical Programming and Applications: via Scilab/Matlab - Couverture souple

El Mouatasim, Abdelkrim

 
9786202307208: Mathematical Programming and Applications: via Scilab/Matlab

Synopsis

In this book, we interesting to deterministic methods via stochastic perturbation like reduced gradient and its generalization method, sub-gradient method for solving global optimization problems, nonsmooth optimization mathematical modelling, multi objectifs optimization and binary programming. The application are given for: water distribution system, image processing, machine learning and regression analysis.

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Présentation de l'éditeur

In this book, we interesting to deterministic methods via stochastic perturbation like reduced gradient and its generalization method, sub-gradient method for solving global optimization problems, nonsmooth optimization mathematical modelling, multi objectifs optimization and binary programming. The application are given for: water distribution system, image processing, machine learning and regression analysis.

Biographie de l'auteur

Abdelkrim EL MOUATASIM, born in 1973, received a Ph.D. degree in applied mathematics and scientific computation in 2007 from Mohammadia Engineering School in Rabat, Morocco. Currently he is an associate professor at Polydisciplinary Faculty of Ouarzazate, Ibn Zohr University, Morocco. His research interests include global optimization modelling.

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