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引用 [1] M. Fronita, R. Gernowo, V. Gunawan. 2017. Comparison of Genetic Algorithm and Hill Climbing for Shortest Path Optimization Mapping. The 2nd International Conference on Energy, Environment and Information System (ICENIS ...
In the present work, we propose a Genetic Algorithm (GA) for scheduling job-packages of parallel task in resource federated environments. The main goal of the proposal is to determine the job schedule and package allocation to improve the application performance and system throughput. To address ...
processor scheduling/ genetic algorithmtask schedulingcloud computing environmentinformation technology domainIT servicesInternet on paycloud servicesCloud computing is recently a booming area and has been emerging as a commercial reality in the information technology domain. Cloud computing represents supplement...
The significant challenging in the task scheduler is to find an optimal resource for the given input task. In this paper, we proposed Hybrid Electro Search with a genetic algorithm (HESGA) to improve the behavior of task scheduling by considering parameters such as makespan, load balancing, ...
Gagne´, "Scheduling jobs in an Alcan aluminium foundry using a genetic algorithm," Interna- tional Journal of Production Research, vol. 38, no. 13, pp. 3031- 3041, 2000.Gravel, M.; Price, W.; Gangne, C. Scheduling Jobs in an Alcan Aluminum Foundry using a Genetic Algorithm. Int....
一、遗传算法概述遗传算法(Genetic Algorithm,GA)是一种模拟自然选择和遗传机制的优化算法(属于随机的启发式搜索算法)。它通过模拟生物进化过程中的遗传、变异、选择等操作,在解空间… 氮氮NNU 一文搞懂什么是遗传算法Genetic Algorithm【附应用举例】 python代码复现遗传算法下载链接放在文末!本文参考了很多张军老师《计...
The hybrid flow-shop scheduling problem with multiprocessor tasks finds its applications in real-time machine-vision systems among others. Motivated by this application and the computational complexity of the problem, we propose a genetic algorithm in this paper. We first describe the implementation det...
This study examines a dual-flow shop-scheduling problem by comprehensively considering the processing time and transportation time features. We propose four algorithms (GA-EDD-C, GA-EDD-S, GA-FIFO-C, and GA-FIFO-S) to solve the dual-flow shop-scheduling problem. The GA-EDD-C algorithm serv...
A genetic algorithm for scheduling on a single machine with set-up times and due dates. Prod Plan Control 2000;11 (7):713-20.V. A. Armentano and R. Mazzini, "A genetic algorithm for scheduling on a single machine with set-up times and due dates," Prod. Plan. Control, vol. 11, ...