Choice of Spacecraft Control Contour Variant with Self-configuring Stochastic Algorithms of Multi-criteria Optimization

Описание

Тип публикации: статья из журнала

Год издания: 2016

Идентификатор DOI: 10.5220/0006009502810286

Ключевые слова: Spacecraft Command-programming Control Contours Modelling, Markov Chains, Effective Variant Choice, Multi-objective Optimization, Evolutionary Algorithms, Self-configuration, Bio-inspired Intelligence, Chains, Genetic algorithms, Integer programming, Markov processes, Optimization, Problem solving, Robotics, Spacecraft, Stochastic systems, Structural optimization, Control contours, Effective variant choices, Multi-objective genetic algorithm, Multicriteria optimization, Non-dominated sorting genetic algorithm - ii, Self configuration, Spacecraft control systems, Multiobjective optimization

Аннотация: Command-programming control contours of spacecraft are modelled with Markov chains. These models are used for the preliminary design of spacecraft control system effective structure. Corresponding optimization multi-objective problems with algorithmically given functions of mixed variables are solved with a special stochastic algorПоказать полностьюithms called Self-configuring Non-dominated Sorting Genetic Algorithm II, Cooperative Multi-Objective Genetic Algorithm with Parallel Implementation and Co-Operation of Biology Related Algorithms for solving multi-objective integer optimization problems which require no settings determination and parameter tuning. The high performance of the suggested algorithms is proved by solving real problems of the control contours structure preliminary design.

Ссылки на полный текст

Издание

Журнал: ICINCO: PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL 1

Номера страниц: 281-286

Место издания: SETUBAL

Издатель: SCITEPRESS

Авторы

  • Semenkina Maria (Siberian State Aerosp Univ, Inst Comp Sci & Telecommun, Krasnoyarskiy Rabochiy Ave 31, Krasnoyarsk 660014, Russia; Siberian Fed Univ, Inst Math & Comp Sci, Svobodnyj Ave 79, Krasnoyarsk 660041, Russia)
  • Akhmedova Shakhnaz (Siberian State Aerosp Univ, Inst Comp Sci & Telecommun, Krasnoyarskiy Rabochiy Ave 31, Krasnoyarsk 660014, Russia)
  • Brester Christina (Siberian State Aerosp Univ, Inst Comp Sci & Telecommun, Krasnoyarskiy Rabochiy Ave 31, Krasnoyarsk 660014, Russia)
  • Semenkin Eugene (Siberian State Aerosp Univ, Inst Comp Sci & Telecommun, Krasnoyarskiy Rabochiy Ave 31, Krasnoyarsk 660014, Russia)

Вхождение в базы данных