The Network Operator Method for Search of the Most Suitable Mathematical Equation

Diveev, Askhat; Sofronova, Elena

doi:10.5772/36071

Cited by 22 publications

(8 citation statements)

References 7 publications

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“…In this study the network operator (NOP) method developed by the authors is used [15]. The network operator method uses codes of mathematical expressions presented as directed graphs.…”

Section: Network Operator Methodsmentioning

confidence: 99%

A Stabilisation System Synthesis for Motion along a Preset Trajectory and Its Solution by Symbolic Regression

Diveev,

Sofronova,

Konyrbaev

2024

Mathematics

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The problem of a stabilisation system synthesis for the motion of a control object along a given spatial trajectory is considered. The complexity of the problem is that the preset trajectory is defined in the state subspace and not in time. This paper describes a stabilisation system synthesis for motion along a trajectory specified in time and along a trajectory specified in the form of a manifold in a state space. In order to construct a stabilisation system, it is necessary to determine a distance between an object and the given trajectory at each moment in time. For trajectories that are not given in time, the determination of this distance can be ambiguous. An object may be exactly on a trajectory but at a different time. This paper proposes some approaches to solve the problem. One of the approaches is to transform a given trajectory in a state subspace into a trajectory given in time. A description of a universal method to perform this transformation is presented. In order to solve the synthesis problem automatically, without having to analyse the mathematical model of the control object, it is suggested that machine learning control by symbolic regression is used. In computational experiments, examples of stabilisation system syntheses for quadcopter motion along a given spatial trajectory are presented.

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“…In this study the network operator (NOP) method developed by the authors is used [15]. The network operator method uses codes of mathematical expressions presented as directed graphs.…”

Section: Network Operator Methodsmentioning

confidence: 99%

A Stabilisation System Synthesis for Motion along a Preset Trajectory and Its Solution by Symbolic Regression

Diveev,

Sofronova,

Konyrbaev

2024

Mathematics

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“…According to Deephouse, reputation can also be defined as the most important competitive advantage a company must have [27]. As a result, reputation can be synthesized as a position or rank that has been owned by an individual due to the performance quality that has been achieved by an individual itself, and can be interpreted as the productivity performance quality of individuals according to the perceptions of some observers [28].…”

Section: Methodsmentioning

confidence: 99%

The strategy of enhancing article citation and H-index on SINTA to improve tertiary reputation

Rahardja¹,

Harahap²,

Dewi³

2019

TELKOMNIKA

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Development of technology as it is today, most students or lecturers in education community write documents or articles digitally. However, there are still many obstacles when searching for a legitimate source of reference and to know whether it contains plagiarism or not. Until present, there are still many students and lecturers who seek references from sources that have not been valid and not yet trusted, but it is considered a fatal mistake for writing articles and also writing thesis or dissertation from untrusted resources. Therefore, Google Scholar system helps to alleviate this problem. Google also facilitates the use of citations or references. The purpose of this research is to identify the number of citation H-Index owned by lecturers at tertiary education and score ranking achieved at tertiary education SINTA (Science and Technology Index) Ristekdikti. Citing an article from another publication is one form of scientific communication by the author or researcher. The large number of citations obtained from an article published in the publication indicates how significant the contributions of the author in improving the quality of the study field. In this study, citation analysis is used as an analysis of all citations which indicate the type of information sources used by students and lecturers in writing the journal as a result of their research. The following research use two methods of analysis: Mind Mapping methods and SWOT Analysis. After conducting research and executing the research strategy, it will result in improving the reputation by increasing the number of citation and lecturer H-Index at Google Scholar which can automatically also increase the affiliations of authors at tertiary education in Google Scholar. Lecturers who have already verified authors in SINTA (Science and Technology Index) Ristekdikti can contribute in improving the rank and number of tertiary education scores on Ristekdikti Science and Technology Index (SINTA). This research produces a comprehensive and straightforward mathematical formula that can be used in understanding SINTA index calculation which will hence improve the enthusiasm of education community in pursuing research as a team as well as individually. Hopefully, with this research, students and lecturers are able to increase their citation and H-index on articles in publications so as to contribute in improving the reputation and quality of universities in the countries.

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“…For more details on the network operator and the genetic algorithm that searches for the mathematical expression using the network operator, see the monographs [4,5].…”

Section: Symbolic Regressionmentioning

confidence: 99%

“…The search for a structure of function of many arguments is a difficult task. Here, it is possible to use methods of symbolic regression [4,5]. This perspective direction allows the search of mathematical expressions in coded form by means of a special evolutionary genetic algorithm.…”

Section: Introductionmentioning

confidence: 99%

Stabilization of Movement along an Optimal Trajectory and Its Solution

et al. 2023

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The Network Operator Method for Search of the Most Suitable Mathematical Equation

Cited by 22 publications

References 7 publications

A Stabilisation System Synthesis for Motion along a Preset Trajectory and Its Solution by Symbolic Regression

A Stabilisation System Synthesis for Motion along a Preset Trajectory and Its Solution by Symbolic Regression

The strategy of enhancing article citation and H-index on SINTA to improve tertiary reputation

Stabilization of Movement along an Optimal Trajectory and Its Solution

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