Improving response time of real time control systems based on multidimensional interval-logical controllers

Antipin, A. F.

doi:10.1134/s000511791503011x

Cited by 8 publications

(2 citation statements)

References 2 publications

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“…A memory cell is an immune cell that accumulates data about new antibodies that can recognize an antigen. The target function of the optimization problem is called the fitness function [13,14].…”

Section: The Algorithm For the Methods Of Artificial Immune Systems Tomentioning

confidence: 99%

Numerical Algorithm for Finding Optimal Initial Concentrations of Chemical Reactions

Мустафина

Andrey

Antipina

et al. 2020

IIUMEJ

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This article is devoted to the problem of developing methods for mathematical modelling in the sphere of optimal planning in a chemical experiment. In the article, the problem of finding the optimal ratio for initial concentrations of substances is formulated in general terms and an algorithm for solving this problem is constructed basing on the method of artificial immune systems. The developed algorithm for finding the optimal initial concentrations of substances allows solving the problem of experiment planning in chemistry at the computational experiment stage. In this case, the solution of the optimization problem found with its help does not depend on the choice of the initial approximation. The algorithm was tested for the industrially meaningful process of benzilidenebenzilamine synthesis for which the optimum values of the initial concentrations were calculated in order to obtain maximum yield of the reaction product. ABSTRAK: Artikel ini ditujukan untuk masalah mengembangkan kaedah pemodelan matematik dalam bidang perancangan optimum dalam percubaan kimia. Dalam artikel itu, masalah mencari nisbah optimum untuk konsentrasi awal bahan digubal secara umum dan algoritma untuk menyelesaikan masalah ini dibina berdasarkan kaedah sistem imun buatan. Algoritma yang dibangunkan untuk mencari kandungan konsentrasi awal yang optimum membolehkan menyelesaikan masalah perancangan percubaan dalam kimia pada peringkat percubaan pengkomputeran. Dalam kes ini, penyelesaian masalah pengoptimuman yang didapati dengan bantuannya tidak bergantung pada pilihan permulaan awal. Algoritma ini telah diuji untuk proses sintesis benzilidenebenzilamin yang bermakna industri yang mana nilai-nilai optimum kepekatan awal dikira untuk mendapatkan hasil maksimum produk reaksin.

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Section: The Algorithm For the Methods Of Artificial Immune Systems Tomentioning

confidence: 99%

Numerical Algorithm for Finding Optimal Initial Concentrations of Chemical Reactions

Мустафина

Andrey

Antipina

et al. 2020

IIUMEJ

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“…In addition, significant headway had been made against it. For example, the paper [25] comments on the methodology and strategy of ship collision avoidance using artificial neural networks, optimal control theory methods [26,27], and a game theory. The paper [28] also mentions an autonomous navigation system for a robotic submarine based on an adaptive neurocontroller.…”

Section: Introductionmentioning

confidence: 99%

The Neural-Fuzzy Approach as a Way of Preventing a Maritime Vessel Accident in a Heavy Traffic Zone

Sedova

Sedov

Баженов

2018

Advances in Fuzzy Systems

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The paper dwells on the methodology of neural-fuzzy approach to solving the problem of ship collision prevention in a heavy traffic zone. The authors present the technique of using maneuvering board to form the elements of learning sample. The authors prove that it is rational to use a neural-fuzzy system, where generation is carried out by the lattice method without clustering. The authors investigate the effect of optimization on the quality differences. The researchers define optimal membership functions that are used to generate the input linguistic variables of a neural-fuzzy system.

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Analysis of Emergency level at Sea Using Fuzzy Logic Approaches

Sedova

Sedov

Баженов

2017

Advances in Intelligent Systems and Computing

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Improving response time of real time control systems based on multidimensional interval-logical controllers

Cited by 8 publications

References 2 publications

Numerical Algorithm for Finding Optimal Initial Concentrations of Chemical Reactions

Numerical Algorithm for Finding Optimal Initial Concentrations of Chemical Reactions

The Neural-Fuzzy Approach as a Way of Preventing a Maritime Vessel Accident in a Heavy Traffic Zone

Analysis of Emergency level at Sea Using Fuzzy Logic Approaches

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