New technique for solving multivariate global optimization

Author:

Aaid DjamelORCID,Özer ÖzenORCID

Abstract

In this paper, we propose an algorithm based on branch and bound method to underestimate the objective function and reductive transformation which is transformed the all multivariable functions on univariable functions. We also demonstrate several quadratic lower bound functions are proposed which they are better/preferable than the others well-known in literature. We obtain that our experimental results are more effective when we face different nonconvex functions.

Publisher

Academia Romana Filiala Cluj

Subject

Applied Mathematics,Computational Mathematics,Numerical Analysis,Mathematics (miscellaneous)

Reference25 articles.

1. Aaid, Djamel., Noui, Amel., Le Thi, Hoai An., Zidna, Ahmed.: A modi ed classical algorithm ALPT4C for solving a capacitated four-index transportation problem, Acta Mathematica Vietnamica, 37(3) 379-390(2012).

2. AAID, Djamel.: Etude numerique comparative entre des methodes de resolution d'un probleme de transport a quatre indices avec capacites, these de l'universite de Constantine, (2010). http://bu.umc.edu.dz/theses/math/AAI5587.pdf

3. Aaid, Djamel., Noui,Amel., Ouanes, Mohand.: A Piecewise Quadratic Underestimation For Global Optimization Optimization, JSLAROMAD II Tiziouzou. Algeria, les 28, 29 and 30 octobre (2013).

4. A, Djamel., N, Amel., Z, Ahmed., O, Mohand.: A Quadratic Branch and Bound with Alienor Method for Global Optimization, MAGO'2014,Malaga,SPAIN, 1-4 September (2014).

5. A global optimization method, αBB, for general twice-differentiable constrained NLPs—II. Implementation and computational results

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