Research on Hadoop Task Scheduling Problem Based on Hybrid Whale Optimization-Genetic Algorithm

2022 ◽  
pp. 18-24
Author(s):  
Jun Xu ◽  
JunFeng Peng
Keyword(s):  
Genetic Algorithm ◽  
Task Scheduling ◽  
Scheduling Problem ◽  
Whale Optimization

scholarly journals Fixed Task Scheduling of Industrial Robot using Genetic Algorithm Based Travelling Salesman Problem

2020 ◽  
Vol 9 (5) ◽  
pp. 1771-1775
Keyword(s):  
Genetic Algorithm ◽  
Task Scheduling ◽  
Shortest Path ◽  
Completion Time ◽  
Travelling Salesman Problem ◽  
Industrial Robots ◽  
Scheduling Problem ◽  
Search Technique ◽  
Travelling Salesman ◽  
Algorithm Search

The task scheduling of any industrial robots is a prior requirement to effectively use the capability by obtaining shortest path with optimum completion time. In this article, we have presented Travelling Salesman Problem (TSP) with Genetic Algorithm (GA) search technique based task scheduling technique for obtaining optimum shortest path of the task.TSP finds an optimal solution to search for the shortest route by considering every location for completing the required tasks by setting up GA. This article embrace the adaption and implementation of the Genetic Algorithm search strategy for the task scheduling problem in the cooperative control of multiple resources for getting shortest path with minimize the completion time for two zone specific task allocation problem. It can be inferred from the simulation results that the Genetic Algorithm search technique can be considered as a viable solution for the task scheduling problem.

A hybrid adaptively genetic algorithm for task scheduling problem in the phased array radar

2019 ◽  
Vol 272 (3) ◽  
pp. 868-878 ◽  
Author(s):  
Haowei Zhang ◽  
Junwei Xie ◽  
Jiaang Ge ◽  
Zhaojian Zhang ◽  
Binfeng Zong
Keyword(s):  
Genetic Algorithm ◽  
Task Scheduling ◽  
Phased Array ◽  
Scheduling Problem ◽  
Phased Array Radar
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