A Novel Technique for Parallelization of Genetic Algorithm using Hadoop

Ms.Kanchan Sharadchandra Rahate (Khedikar); Prof. L.M.R.J. Lobo

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A Novel Technique for Parallelization of Genetic Algorithm using Hadoop

机译：基于Hadoop的遗传算法并行化新技术

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Document categorization is used in education, governmentsectors, art, industryetc. Categorizing a document to enable immediate finding of it in the future motivatedthe concept of Classification involvingDocument categorization. Manual document classificat

机译：文件分类用于教育，政府部门，艺术，工业等。对文档进行分类以使其能够在将来立即找到它，激发了涉及文档分类的分类概念。手动文件分类

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《International Journal of Engineering Trends and Technology》 |2013年第8期|共1页
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Ms.Kanchan Sharadchandra Rahate (Khedikar); Prof. L.M.R.J. Lobo;
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1. Using Hadoop MapReduce for Parallel Genetic Algorithms: A Comparison of the Global, Grid and Island Models [J] . Ferrucci Filomena, Salza Pasquale, Sarro Federica Evolutionary computation . 2018,第4期

机译：使用Hadoop MapReduce进行并行遗传算法：全局模型，网格模型和孤岛模型的比较
2. Parallel and distributed architecture of genetic algorithm on Apache Hadoop and Spark [J] . Lu Hau-Chun, Hwang F. J., Huang Yao-Huei Applied Soft Computing . 2020,第1期

机译：Apache Hadoop和Spark遗传算法的平行和分布式架构
3. The application of Coarse-Grained Parallel Genetic Algorithm with Hadoop in University Intelligent Course-Timetabling System [J] . Liping Wu International Journal of Emerging Technologies in Learning (iJET) . 2015,第8期

机译：粗粒度并行Hadoop遗传算法在大学智能排课系统中的应用
4. Genetic Algorithm Based Parallel K-Means Data Clustering Algorithm Using MapReduce Programming Paradigm on Hadoop Environment (GAPKCA) [C] . Sayer Alshammari, Maslina Binti Zolkepli, Rusli Bin Abdullah International Conference on Soft Computing and Data Mining . 2020

机译：基于遗传算法的并行k均值数据聚类算法使用MapReduce编程范例对Hadoop环境（Gapkca）
5. Designing efficient and accurate parallel genetic algorithms (Parallel algorithms). [D] . Cantu-Paz, Erick. 1999

机译：设计高效，准确的并行遗传算法（并行算法）。
6. Implementing a Parallel Image Edge Detection Algorithm Based on the Otsu-Canny Operator on the Hadoop Platform [O] . Jianfang Cao, Lichao Chen, Min Wang, 2018

机译：在Hadoop平台上实现基于Otsu-Canny运算符的并行图像边缘检测算法
7. Enhancing the Efficiency of Parallel Genetic Algorithms for Medical Image Processing with Hadoop [O] . D. PeterAugustine 2014

机译：提高与Hadoop医学图像处理的平行遗传算法效率
8. Generalization and Parallelization of Messy Genetic Algorithms and Communicationin Parallel Genetic Algorithms [R] . Merkle, L. D. 1992

机译：并行遗传算法中遗传算法和通信的泛化与并行化

A Novel Technique for Parallelization of Genetic Algorithm using Hadoop

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