Application of bionic and immune algorithms for the solution of ambiguous problems of transportation routing

Poluyan, Anna; Purchina, Оlga; Fugarov, Dmitry; Gerasimenko, E. Yu; Skakunova, Tatyana

doi:10.1088/1742-6596/1333/3/032057

Cited by 12 publications

(3 citation statements)

References 4 publications

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“…The main idea of HIA is to obtain multiplicity of quasi-optimal solutions (population) with the help of fast probabilistic algorithm and then to create evolution based on the bionic algorithms (BA) and/or artificial immune algorithms (AIA) [4].…”

Section: Methodsmentioning

confidence: 99%

The algorithm development based on the immune search for solving unclear problems to detect the optical flow with minimal cost

2021

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The main aim of the research is the development of effective methods and algorithms based on the hybrid principles functioning of the immune system and evolutionary search to determine a global optimal solution to optimisation problems. Artificial immune algorithms are characterised as diverse ones, extremely reliable and implicitly parallel. The integration of modified evolutionary algorithms and immune algorithms is proposed to be used for the solution of above problem. There is no exact method for the efficient solving unclear optimisation problems within the polynomial time. However, by determining close to optimal solutions within the reasonable time, the hybrid immune algorithm (HIA) is capable to offer multiple solutions, which provide compromise between several goals. Quite few researches have been focused on the optimisation of more than one goal and even fewer used to have distinctly considered diversity of solutions that plays fundamental role in good performance of any evolutionary calculation method.

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Section: Methodsmentioning

confidence: 99%

The algorithm development based on the immune search for solving unclear problems to detect the optical flow with minimal cost

2021

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“…A probabilistic exit means that after the vertex is implemented, only one branch is selected [6]. For the considered radio link, the equivalent function of the stochastic network has the form [9][10][11][12]:…”

Section: Methodsmentioning

confidence: 99%

Synchronization system in wireless sensor networks of oil and gas complex

et al. 2020

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The aim of this work is to study the synchronization system in wireless sensor networks of remote objects of the oil and gas complex. The objective of the study is to ensure the timely collection of reliable information about the parameters of the process. In the course of the study, methods of theoretical circuitry and mathematical modeling were used, in particular, regression and analytical models, methods of probability theory and mathematical statistics using MathCad and Matlab software packages. The conducted studies indicate a high vulnerability of the radio links of the infocommunication system for monitoring the parameters of remote objects of the oil and gas complex from attacks on the synchronization system when using deterministic synchronization signals in it. The results achieved allow us to provide the specified requirements for reliability and timeliness when deploying modern wireless sensor networks in the oil and gas industry.

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“…It is necessary to distinguish between attacks against SSL. It should be borne in mind that the SSL protocol can resist these attacks if the client only uses a verified server to process the data [5,19,20].…”

mentioning

confidence: 99%

Securing an Information System via the SSL Protocol

Purchina¹,

Poluyan²,

Fugarov³

2022

IJSSE

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The aim of the study is to improve the quality and level of security of an information system for monitoring cargo vehicles at production sites via modern encryption methods, which will provide for accurate management decisions in the event of a system breach. In accordance with modern requirements of information security policies, enhancement of information system security assumes the development of data protection concepts and the implementation of the most advanced encryption methods within the information system. The paper presents the authors’ solution for constructing an information system using SSL-based data encryption, SSL standing for the Secure Socket Layer. The characteristic feature of SSL-based encryption is the creation of a public-key cipher. This enables user and server authentication via digital signature technology. In addition, the method produces a session key that can be used to develop a fast symmetric cipher algorithm that allows encrypting of large arrays of information. Based on the proposed concept, the authors develop an information system for monitoring cargo vehicles at production sites that employs SSL-based encryption.

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Application of bionic and immune algorithms for the solution of ambiguous problems of transportation routing

Cited by 12 publications

References 4 publications

The algorithm development based on the immune search for solving unclear problems to detect the optical flow with minimal cost

The algorithm development based on the immune search for solving unclear problems to detect the optical flow with minimal cost

Synchronization system in wireless sensor networks of oil and gas complex

Securing an Information System via the SSL Protocol

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