Assessment of heuristics for self-stabilisation in real-time interactive communication overlays

Nuño, Pelayo; Granda, Juan C.; Suárez, Francisco J.

doi:10.1504/ijahuc.2018.092652

Cited by 3 publications

(3 citation statements)

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“…If there is a loop in the path after the crossing, they avoid it, after crossing, so there is a low possibility of producing illegal offspring, herein that's why we're going to introduce the mutation operator from the last population, the illegal offspring will be forced to mutate, after the mutation operator. The repair function deletes the node included twice in route and check if the next node is valid, each route is assessed by fitness function (3), repeat according to the number of iterations. Finally, with the fitness function, we select the best route traveled from the source node to the destination node, the procedure is illustrated by Figure 3.…”

Section: Proposed Approach: Parallelism Genetic Algorithms In Ad Hoc Network (Pga)mentioning

confidence: 99%

“…In ad-hoc networks, one of the most problems is routing in quick time, which has a significant impact on the network's performance, so the best routing should find an optimum path in a specified time to satisfy the quality of service from the source node to destination node [1], the field use extensively the mathematical reasoning (logic, probabilities, data analysis) and process modeling, but it is very difficult to solve the complex problems by the exact methods [2]. For that reason, we use the meta-heuristic [3], among these methods are the genetic algorithm (GA) that will give good results, we will explain them in detail in the following sections. In general, GA is very reliable and pushes to solve very high complexity problems, but they take a long time to find the best solution, therefore the global search method can obtain accurate approximate results.…”

Section: Introductionmentioning

confidence: 99%

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Parallel genetic approach for routing optimization in large ad hoc networks

Khankhour

Abdoun

Abouchabaka

2022

IJECE

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<span>This article presents a new approach of integrating parallelism into the genetic algorithm (GA), to solve the problem of routing in a large ad hoc network, the goal is to find the shortest path routing. Firstly, we fix the source and destination, and we use the variable-length chromosomes (routes) and their genes (nodes), in our work we have answered the following question: what is the better solution to find the shortest path: the sequential or parallel method?. All modern systems support simultaneous processes and threads, processes are instances of programs that generally run independently, for example, if you start a program, the operating system spawns a new process that runs parallel elements to other programs, within these processes, we can use threads to execute code simultaneously. Therefore, we can make the most of the available central processing unit (CPU) cores. Furthermore, the obtained results showed that our algorithm gives a much better quality of solutions. Thereafter, we propose an example of a network with 40 nodes, to study the difference between the sequential and parallel methods, then we increased the number of sensors to 100 nodes, to solve the problem of the shortest path in a large ad hoc network.</span>

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Section: Proposed Approach: Parallelism Genetic Algorithms In Ad Hoc Network (Pga)mentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Parallel genetic approach for routing optimization in large ad hoc networks

Khankhour

Abdoun

Abouchabaka

2022

IJECE

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“…Dai Yong used the Internet of Things technology to analyze the business model of cultural communication industry, proposed three new business models, and analyzed the innovation mechanism and path [12]. Yu Chunshun, through the analysis of the forms of interpersonal communication, ideological expression and identity differences in the Internet of Things communication system, put forward that people's concepts will change with the communication situation and show a trend [13]. Vanzara, Thakkar, and Sharma proposed a TCP exhibition, which mainly integrates video transmission applications, big data analysis and Internet of Things technologies, and they applied them to emerging scenarios to make them running at high speed [14]- [16].…”

Section: B Summary Of the Application Of Internet Of Things Technologymentioning

confidence: 99%

Internet of Things Recognition and Sensing Technology in Interactive Display Communication

2019

IEEE Access

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To study how to display the scientific and technological information of enterprise products through interactive dissemination and make a pre-marketing, the Internet of Things is integrated and how to attract people's attention and interact more with the support of the Internet of Things technology is discussed. With the rapid development of science and technology, there are more and more platforms to display enterprise products. Because of its extensive application needs, it opens a new direction for the development of various fields in China and provides new innovative ideas. In terms of product exhibition, the Internet of Things may connect various scenarios of product use, satisfy the practical needs of consumers, truly realize customer experience, gain the trust of consumers, and ultimately facilitate transactions. Therefore, referring to relevant literature and through the perception layer of the Internet of Things, obtain the information of visitors, guide them to exhibition visits, and give feedback in the process of experience. The results show that the identification and sensing technology in the Internet of Things can be applied to the interactive display, which can interact with the visitors well, not only let them have a better experience, but also achieve efficient marketing in the exhibition. It lays a certain foundation for expanding the audience of related technologies and products after that but also provides new ideas for the application of the Internet of Things technology in the direction of cultural communication.

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Routing algorithm of real-time multicast communication based on Hadoop platform

2021

2021 4th International Conference on Information Systems and Computer Aided Education

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Assessment of heuristics for self-stabilisation in real-time interactive communication overlays

Cited by 3 publications

References 0 publications

Parallel genetic approach for routing optimization in large ad hoc networks

Parallel genetic approach for routing optimization in large ad hoc networks

Internet of Things Recognition and Sensing Technology in Interactive Display Communication

Routing algorithm of real-time multicast communication based on Hadoop platform

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