A parameter optimization tool and its application to throughput estimation model for wireless LAN

Nobuo Funabiki*, Chihiro Taniguchi, Kyaw Soe Lwin, Khin Khin Zaw, Wen Chung Kao

*此作品的通信作者

研究成果: 書貢獻/報告類型會議論文篇章

2 引文 斯高帕斯(Scopus)

摘要

Most of algorithms or logics to solve mathematical problems adopt multiple parameters such as coefficients and thresholds whose values should be carefully selected to enhance the performance. Conventionally, their developers or users tune them by trial and error, where they repeat to apply algorithms or logics with proper parameter values to available input data sets and modify them based on the results. As a result, this tuning process may consume a great deal of energy and not always provide the optimal ones. In this paper, we present a versatile parameter optimization tool to explore optimal values of parameters for various algorithms/logics. We show the effectiveness through applications for the throughput estimation model for wireless local-area networks, with the extension of the model.

原文英語
主出版物標題Complex, Intelligent, and Software Intensive Systems - Proceedings of the 11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017
編輯Leonard Barolli, Olivier Terzo
發行者Springer Verlag
頁面701-710
頁數10
ISBN(列印)9783319615653
DOIs
出版狀態已發佈 - 2018
事件11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017 - Torino, 意大利
持續時間: 2017 七月 102017 七月 12

出版系列

名字Advances in Intelligent Systems and Computing
611
ISSN(列印)2194-5357

其他

其他11th International Conference on Complex, Intelligent, and Software Intensive Systems, CISIS 2017
國家/地區意大利
城市Torino
期間2017/07/102017/07/12

ASJC Scopus subject areas

  • 控制與系統工程
  • 電腦科學(全部)

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