1. Главная
  2. Ресурсы
  3. Библиотечный поиск
Multi-objective OrderReduction ProblemSolving with RestartMeta-heuristicImplementation :доклад, тезисыдоклада Ryzhikov I.Brester Ch.Semenkin E.2017 год

Multi-objective Order Reduction Problem Solving with Restart Meta-heuristic Implementation : доклад, тезисы доклада
доклад, тезисы доклада, статья из сборника материалов конференций

Дополнительные ссылки: РИНЦ · Источник статьи
База данных: Каталог библиотеки СФУ
Библиографическое описание: Multi-objective Order Reduction Problem Solving with Restart Meta-heuristic Implementation : доклад, тезисы доклада / I. Ryzhikov, Ch. Brester, E. Semenkin. - Текст : непосредственный // ICINCO 2017 : Proceedings of the 14th International Conference on Informatics in Control, Automation and Robotics / 14th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2017 (2017 ; 26.07 - 28.07 ; Madrid) : SCITEPRESS – Science and Technology Publications, 2017. - 1. - P. 270-278. - ISBN 978-989-758-263-9.
Аннотация: An order reduction problem for linear time invariant models brought to the multi-objective optimization problem is considered. Each criterion is multi-extremum and complex, requires an efficient tool for estimating the parameters of the lower order system and characterizes the model adequacy for the unit-step and Dirac function inputs. A common problem definition is to estimate the lower order model coefficients by minimizing the distance between the output of this model and the initial one. We propose an evolution-based multiobjective stochastic optimization algorithm with a restart operator implemented. The algorithm performance was estimated on two order reduction problems for a single input-single output system and a multiple inputmultiple output one. The effectiveness of the algorithm increased sufficiently after implementing a metaheuristic restart operator. It is shown that the proposed approach is comparable to other approaches, but allows a Pareto-front approximation to be found and not just a single solution.
Год издания: 2017
Авторы: Ryzhikov I., Brester Ch., Semenkin E.
Издательство: SCITEPRESS – Science and Technology Publications
Источник: ICINCO 2017
Выпуск: 1
Мероприятие: International Conference on Informatics in Control, Automation and Robotics, ICINCO 2017 (Madrid, 2017 ; 26.07 - 28.07)
Номера страниц: 270-278
Держатель оригинала документа: Reshetnev Siberian State University of Science and Technology
Количество экземпляров:
Твёрдая копия издания отсутствует в фонде библиотеки

Похожие публикации

On performanceimprovement based onrestartmeta-heuristicimplementation forsolvingmulti-objectiveoptimization… Brester Ch.Ryzhikov I.Semenkin E.2017 год

On performance improvement based on restart meta-heuristic implementation for solving multi…

  • Brester Ch. и др.
  • 2017 год
Multi-objectiveDynamical SystemParameters andInitial ValueIdentificationApproach in ChemicalDisintegration… Ryzhikov I.A.Brester ChristinaSemenkin Eugene2017 год

Multi-objective Dynamical System Parameters and Initial Value Identification Approach in Chemical…

  • Ryzhikov I.A. и др.
  • 2017 год
GENERIC SCHEME OF ARESTARTMETA-HEURISTICOPERATOR FORMULTI-OBJECTIVEGENETIC ALGORITHMS Brester C.C.Ryzhikov I.I.Semenkina O.O.2018 год

GENERIC SCHEME OF A RESTART META-HEURISTIC OPERATOR FOR MULTI-OBJECTIVE GENETIC ALGORITHMS

  • Brester C.C. и др.
  • 2018 год
On a restartmetaheuristic forreal-valuedmulti-objectiveevolutionaryalgorithms Brester C.Ryzhikov I.Kolehmainen M.2019 год

On a restart metaheuristic for real-valued multi-objective evolutionary algorithms

  • Brester C. и др.
  • 2019 год
Multi-objectiveevolutionary approachin the lineardynamical systeminverse modeling Ryzhikov I.Brester C.Kolehmainen M.2018 год

Multi-objective evolutionary approach in the linear dynamical system inverse modeling

  • Ryzhikov I. и др.
  • 2018 год
A novel linear timeinvariant systemsorder reductionapproach based on acooperativemulti-objectivegenetic algorithm Ryzhikov I.Brester C.Semenkin E.2017 год

A novel linear time invariant systems order reduction approach based on a cooperative multi…

  • Ryzhikov I. и др.
  • 2017 год
A Multi-ObjectiveApproach with aRestartMeta-Heuristic forthe Linear DynamicalSystems InverseMathematical Problem Ryzhikov I.S.Brester K.Yu.Semenkin E.S.2018 год

A Multi-Objective Approach with a Restart Meta-Heuristic for the Linear Dynamical Systems Inverse…

  • Ryzhikov I.S. и др.
  • 2018 год
Inverse mathematicalmodelling ofhexadecanedisintegrationreaction withcooperativemulti-objectivegenetic algorithms Ryzhikov I.Brester C.Semenkin E.2020 год

Inverse mathematical modelling of hexadecane disintegration reaction with cooperative multi…

  • Ryzhikov I. и др.
  • 2020 год

Показать ещё

A meta-heuristic forimproving theperformance of anevolutionaryoptimizationalgorithm applied tothe dynamic… Ryzhikov I.Semenkin E.Sopov E.2016 год

A meta-heuristic for improving the performance of an evolutionary optimization algorithm applied…

  • Ryzhikov I. и др.
  • 2016 год
Evolutionaryoptimizationalgorithms fordifferential equationparameters, initialvalue and orderidentification Ryzhikov I.Semenkin E.Panfilov I.2016 год

Evolutionary optimization algorithms for differential equation parameters, initial value and…

  • Ryzhikov I. и др.
  • 2016 год
Multi-objectiveapproach for supportvector machineparameteroptimization andvariable selection incardiovascular… Brester C.Ryzhikov I.Kolehmainen M.2018 год

Multi-objective approach for support vector machine parameter optimization and variable selection…

  • Brester C. и др.
  • 2018 год
On performanceimprovement based onrestartmeta-heuristicimplementation forsolvingmulti-objectiveoptimization… Brester C.Ryzhikov I.Semenkin E.2017 год

On performance improvement based on restart meta-heuristic implementation for solving multi…

  • Brester C. и др.
  • 2017 год
Restart OperatorMeta-heuristics for aProblem-OrientedEvolutionaryStrategies Algorithmin InverseMathematical… Ryzhikov I.S.Semenkin E.S.2017 год

Restart Operator Meta-heuristics for a Problem-Oriented Evolutionary Strategies Algorithm in…

  • Ryzhikov I.S. и др.
  • 2017 год
DESIGNING THE FUZZYRULE BASE BY SOLVINGA LARGE-SCALESINGLE-OBJECTIVEOPTIMIZATION PROBLEMWITH DIFFERENTIALEVOLUTION Stanovov VladimirAkhmedova ShakhnazSemenkin Eugene2018 год

DESIGNING THE FUZZY RULE BASE BY SOLVING A LARGE-SCALE SINGLE-OBJECTIVE OPTIMIZATION PROBLEM WITH…

  • Stanovov Vladimir и др.
  • 2018 год
Non-parametric DualControl ofNon-minimum PhaseLinear Dynamic PlantUsing ShuntCompensator Raskina AnastasiaChzhan EkaterinaYareshchenko Darya2022 год

Non-parametric Dual Control of Non-minimum Phase Linear Dynamic Plant Using Shunt Compensator

  • Raskina Anastasia и др.
  • 2022 год
Choice of SpacecraftControl ContourVariant withSelf-configuringStochastic Algorithmsof Multi-criteriaOptimization Semenkina MariaAkhmedova ShakhnazBrester Christina2016 год

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

  • Semenkina Maria и др.
  • 2016 год