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Contents

Cooperative coevolution differential evolution based on spark for large-scale optimization problems / Xujie Tan ; Hyun-Ae Lee ; Seong-Yoon Shin 1

Abstract 1

I. INTRODUCTION 1

II. DE 2

A. Mutation 2

B. Crossover 2

C. Selection 2

III. SparkDECC 3

A. Spark 3

B. SparkDECC 3

IV. EXPERIMENTAL STUDY 4

A. Benchmark Functions and Experimental Setting 4

B. Experimental results and comparisons with other DE variants 4

V. CONCLUSIONS 5

REFERENCES 5

[저자소개] 6

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권호기사 목록 테이블로 기사명, 저자명, 페이지, 원문, 기사목차 순으로 되어있습니다.
기사명 저자명 페이지 원문 목차
Theoretical interpretation of interference arising between closely spaced dual polarized geostationary satellites Won Jun Choi, Dong-Won Lee, Jong Won Eun, Jae-Hyun Lee p. 131-135

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Design of the fuzzy-based mobile model for energy efficiency within a wireless sensor network Dai Yeol Yun, Daesung Lee p. 136-141

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Disapproval judgment system of research fund execution details based on artificial intelligence Yongkuk Kim, Tan Juan, Hoekyung Jung p. 142-147

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Speech emotion recognition using 2D-CNN with Mel-Frequency Cepstrum Coefficients Youngsik Eom, Junseong Bang p. 148-154

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Cooperative coevolution differential evolution based on spark for large-scale optimization problems Xujie Tan, Hyun-Ae Lee, Seong-Yoon Shin p. 155-160

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Design of system for accurate tracking services in environments with obstacles Am-Suk Oh p. 161-165

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Enhance health risks prediction mechanism in the cloud using RT-TKRIBC technique Venkateswara Raju Konduru, Manjula R Bharamgoudra p. 166-174

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Simulation-based fault analysis for resilient system-on-chip design Chang Yeop Han, Yeong Seob Jeong, Seung Eun Lee p. 175-179

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Three-dimensional photon counting imaging with enhanced visual quality Jaehoon Lee, Min-Chul Lee, Myungjin Cho p. 180-187

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Pedestrian navigation system in mountainous non-GPS environments Sungnam Lee p. 188-197

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참고문헌 (27건) : 자료제공( 네이버학술정보 )

참고문헌 목록에 대한 테이블로 번호, 참고문헌, 국회도서관 소장유무로 구성되어 있습니다.
번호 참고문헌 국회도서관 소장유무
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12 X. Meng, J. Bradley, B. Yavuz, E. Sparks, S. Venkataraman, D. Liu, J. Freeman, DB Tsai, M. Amde, S. Owen, D. Xin, R. Xin, M. J. Franklin, R. Zadeh, M. Zaharia, and A. Talwalkar, “Mllib: machine learning in apache spark,” The Journal of Machine Learning Research, vol. 17, no. 1, pp 1235-1241, 2016. DOI:10.5555/2946645.2946679. 미소장
13 L. Wan, G. Zhang, H. Li, and C. Li, “A novel bearing fault diagnosis method using Spark-based parallel ACO-K-means clustering algorithm,” IEEE Access, vol. 9, pp. 28753-28768, 2021. DOI:10.1109/ACCESS.2021.3059221. 미소장
14 Z. Jizhao, J. Yantao, X. Jun, Q. Jianzhong, W. Yuanzhuo,C. Xueqi, “SparkCRF: a parallel implementation of CRFs algorithm with spar,”Journal of Computer Research and Development, vol. 53, no. 8. pp. 1819-1828, 2016. DOI: 10.7544/issn1000-1239.2016.20160197. 미소장
15 C. Deng, X. Tan, X. Dong, and Y. Tan, “A parallel version of differential evolution based on resilient distributed datasets model,”in Proceedings of Bio-Inspired Computing- Theories and Applications, Springer, Berlin, Heidelberg. vol. 562, pp 84-93, 2015. DOI: 10.1007/978-3-662-49014-3_8. 미소장
16 D. Teijeiro, X. C. Pardo, P. González, J. R. Banga, and R. Doallo, “Implementing parallel differential evolution on Spark,” in Proceedings of European Conference on the Applications of Evolutionary Computation, Lecture Notes in Computer Science, vol. 9598, pp. 75-90, 2016. DOI:10.1007/978-3-319-31153-1_6. 미소장
17 B. Liu, S. He, D. He, Y. Zhang, and M. Guizani, “A Spark-based parallel fuzzy c-means segmentation algorithm for agricultural image big data,” in IEEE Access, vol. 7, pp. 42169-42180, 2019. DOI: 10.1109/ACCESS.2019.2907573. 미소장
18 R. A. Hasan, R. A. I. Alhayali, N. D. Zaki, and A. H. Ali, “An adaptive clustering and classification algorithm for Twitter data streaming in Apache Spark,” Telkomnika, 2019, vol. 17, no. 6, pp. 3086-3099, 2019. DOI:10.12928/TELKOMNIKA.v17i6.11711. 미소장
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21 H. Peng, X. Tan, C. Deng and S. Peng, “SparkCUDE: a spark-based differential evolution for large-scale global optimization,” International Journal of High Performance Systems Architecture, vol. 7, no. 4, pp. 211-222, 2017. DOI: 10.1504/IJHPSA.2017.092390. 미소장
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