Approach to the problem of the parameters optimization of the shooting system

2017 Workshop on Materials and Engineering in Aeronautics

材料科学;航空航天工程

Demidova, L.A.^1,2 ; Gazizova, O.R.^1 ; Petrova, N.A.^3

Ryazan State Radio Engineering University, Ryazan, Russia^1

Moscow Technological Institute, Moscow, Russia^2

Branch of JSC SRC Progress- Special Design Bureau Spectr, Ryazan, Russia^3

关键词: Decision-based;    Differential evolution algorithms;    Evolutionary approach;    Fitness functions;    Optimization problems;    Optimization system;    Parameters optimization;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/312/1/012004/pdf
DOI  :  10.1088/1757-899X/312/1/012004

来源: IOP

【 摘 要 】

The problem of the parameters optimization of the shooting system has been considered and the possibility of application of the evolutionary algorithm for its decision has been investigated. It is offered to use the evolutionary algorithm to achieve an extremum of the fitness function under some additional restrictions. The scheme of optimization system functioning based on the evolutionary approach is resulted. The algorithm of the optimization problem decision based on the evolutionary approach is offered. Also, the idea of hybridization of the proposed evolutionary algorithm and the differential evolution algorithm is presented. This hybridization will allow reducing the time expenditures for the desired solution receiving. The example of application of the offered evolutionary approach for the problem of the parameters optimization of the shooting system for the observation object has been given.