Simulation Scheduling Real Time Systems using Smart Genetic Algorithms

机译：使用智能遗传算法模拟调度实时系统

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Real time systems like many other systems work with limited number of resources that needs scheduling for managing its work. Computers, with its resources like processor, main memory and hard disk, speed have been increased nowadays, therefore requesting any kind of data could be affected by service have been used and may result in a performance issue. To solve this problem, multiple hard disk scheduling algorithms have been introduced with studies in order to minimize the seek time, like FCFS that serve the requests for reaching specific cells in a given queue. This work simulated a Smart Priority Roulette Genetic (SPRG) algorithm to optimize the FCFS scheduling algorithm. The results showed better performance.

机译：实时系统，如许多其他系统，适用于有限的资源，需要调度以管理其工作。随着其资源，如处理器，主内存和硬盘，速度，速度如今已经增加，因此请求任何类型的数据可能受到服务影响，并且可能导致性能问题。为了解决这个问题，已经通过研究引入了多个硬盘调度算法，以便最小化寻求时间，如FCF，该用于在给定队列中达到特定小区的请求。这项工作模拟了智能优先级轮盘遗传遗传（SPRG）算法来优化FCFS调度算法。结果表现出更好的性能。

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《International Conference on Emerging Smart Computing and Informatics》|2021年|610-613|共4页
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Nada M. Alhakkak;
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Scheduling algorithms; Heuristic algorithms; Hard disks; Genetics; Real-time systems; Scheduling; Optimization;

机译：调度算法;启发式算法;硬盘;遗传学;实时系统;调度;优化;

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3. Using genetic algorithms for early schedulability analysis and stress testing in real-time systems [J] . Lionel C. Briand, Yvan Labiche, Marwa Shousha Genetic programming and evolvable machines . 2006,第2期

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6. Platform for Real-Time Simulation of Dynamic Systems and Hardware-in-the-Loop for Control Algorithms [O] . Isaac D. T. de Souza, Sergio N. Silva, Rafael M. Teles, 2014

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7. A Comparative Study on Dynamic Scheduling of Real-Time Tasks in Multiprocessor System using Genetic Algorithms [O] . Sri Raj Pradhan, Sital Sharma, Debanjan Konar, 2015

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Simulation Scheduling Real Time Systems using Smart Genetic Algorithms

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