APPLICATION OF PARTICLE SWARM OPTIMIZATION OF COMPOSITE SECOND ORDER PLANS

Николай Дмитриевич Кошевой, Анна Андревна Беляева

Abstract


Develop methods and software for the optimization of composite second order plans using the method of particle swarm. Composite second-order plans for use in the construction of quadratic mathematical models of the objects and systems. Analysis of the known methods of synthesis of optimal cost and time plans composite second order. Efficiency of the algorithm was tested in the study of the thermal treatment process of the porous material and the regimes of the technical system maintenance. Demonstrated its effectiveness in comparison with the following methods: successive approximation, branch and bound and taboo search

Keywords


optimal plan; particle swarm optimization; experimental design; cost; win

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