Artificial Intelligence Application in Modern Management

Abstract:

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Modern management is a science of technology that adopts analysis, test and quantification methods to make a comprehensive arrangement of the limited resources to realize an efficient operation of a practical system. Simulated annealing algorithm has become one of the important tools for solving complex optimization problems, because of its intelligence, widely used and global search ability. Genetic algorithm may prevent effectively searching process from restraining in local optimum, thus it is more possible to obtains the global optimal solution.This paper solves unconstrained programming by simulated annealing algorithm and calculates constrained nonlinear programming by genetic algorithm in modern management. So that optimization process was simplified and the global optimal solution is ensured reliably.

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Periodical:

Edited by:

Yi-Min Deng, Aibing Yu, Weihua Li and Di Zheng

Pages:

203-206

DOI:

10.4028/www.scientific.net/AMM.37-38.203

Citation:

R. Jiang "Artificial Intelligence Application in Modern Management", Applied Mechanics and Materials, Vols. 37-38, pp. 203-206, 2010

Online since:

November 2010

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$35.00

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