Article

Principles of formation of generations in genetic algorithms

Скакаліна, О.В.

The problem of finding suboptimal solutions in simulation models of "large systems", such as a system for managing technological modes of complex production, a system for optimal management of financial, logistic and material flows of a large corporation, an investment portfolio management system, etc. [1]. The search for optimal solutions in such systems should be carried out according to a set, as a rule, competitive and different-scale criteria with complex constraints. The problem is that optimization by multiple criteria at once requires significant time and computational resources. At the same time, since the objective functions of many variables (more than 10) generate a multidimensional space for finding solutions, the computational complexity of the optimization problem, as a rule, becomes an obstacle to its solution in an admissible time.

English

2020-12

genetic algorithms

Київ: НДЦ "Лабораторія думки"

Skakalina E.V. Principles of formation of generations in genetic algorithms / E.V. Skakalina, A.O. Klochko // LXXIII International Scientific Conference “European integration in science and innovations”, December 15-16. – Chernivtsi, 2020. – P. 20-23.

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