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Article information
2009 , Volume 14, ¹ 5, p.49-65
Panov N.V.
A unification of the stochastic and interval approaches for solution of the global optimization problem for a function
Interval methods of global optimization are considered. The problems for which the existing methods are ineffective are analyzed and the causes are revealed. On this basis, new computationally effective methods, combining conclusiveness of the interval and the flexibility of stochastic approaches, are proposed.
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Keywords: interval, interval analysis, global optimization, genetic algorithm, the method of simulated annealing, minimum
Author(s):
Panov N.V.
Position: Student
Office: Institute of Computational Technologies SB RAS
Address: 630090, Russia, Novosibirsk, ac. Lavrentyev Ave. 6
E-mail: rupo@gorodok.net
Bibliography link:
Panov N.V. A unification of the stochastic and interval approaches for solution of the global optimization problem for a function // Computational technologies. 2009. V. 14. ¹ 5. P. 49-65
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