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This paper presents some multidimensional optimization algorithms. By using the "penalty function" method, these algorithms are used to solving an entire class of economic optimization problems. Comparative numerical results of certain new multidimensional optimization algorithms for solving some test problems known on literature are shown.doaj:1d403d77fc13403fb49be16073023fb5 fatcat:adcmcibpsbapnjsqtrwi45ktgm