- 期刊
A Linear-Programming Approach to Interval-Valued Fuzzy Regression Analysis
並列摘要
A fuzzy interval-valued regression model, on the basis of a mathematical programming approach, is introduced for when the observations of the response variable and the independent variables are crisp. Using a distance on the space of interval-valued fuzzy numbers, a linear-programming algorithm is developed to estimate the interval-valued fuzzy coefficients of the model. The applicability of the proposed model is investigated by three real data sets on soil sciences and hydrology engineering. The predictive ability of the obtained models is evaluated by three goodness of fit indices. Moreover, cross-validation is employed for further evaluation of the models.
被引用紀錄
許秉弘（2009）。單足機器人穩定跳躍之軌跡規劃〔碩士論文，國立清華大學〕。華藝線上圖書館。https://doi.org/10.6843/NTHU.2009.00541
Lin, Y. C. (2007). 一個可在單週期執行雙濾波功能的去區塊雜訊濾波器架構應用在QFHD H.264/AVC解碼器 [master's thesis, National Tsing Hua University]. Airiti Library. https://doi.org/10.6843/NTHU.2007.00615
陳姮琪（2006）。零價鐵/氧化鐵填充床結合一氧化碳處理氮氧化物/硫氧化物之研究〔碩士論文，國立臺北科技大學〕。華藝線上圖書館。https://doi.org/10.6841/NTUT.2006.00101
陳相志（2005）。利用接收端光單旁波帶濾波器改善有線電視系統CSO、CTB失真〔碩士論文，國立臺北科技大學〕。華藝線上圖書館。https://doi.org/10.6841/NTUT.2005.00214
馬陳安（2009）。探討兩階分散式供應鏈在接單式生產製造商考慮插單問題下之長鞭效應〔碩士論文，中原大學〕。華藝線上圖書館。https://doi.org/10.6840/cycu200900075
延伸閱讀
- 林芝騏（2015）。A Study on Fuzzy Weights Regression Models for Interval-valued Data〔碩士論文，國立宜蘭大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0046-2807201514430300
- 陳孝煒、吳柏林（2007）。Interval Regression Analysis with Fuzzy Data。管理科學與統計決策，4(1)，54-65。https://doi.org/10.6704/JMSSD.2007.4.1.54
- Hsu, Y. Y., Liu, H. K., & Wu, B. L. (2010). On the Optimization Methods for Fully Fuzzy Regression Models. International Journal of Intelligent Technologies and Applied Statistics, 3(1), 45-55. https://doi.org/10.6148/IJITAS.2010.0301.04
- Tseng, N. F. (2012). Extended Fuzzy Regression Model with Least Squares Estimation and Residual Evaluation. International Journal of Information and Management Sciences, (), 341-357. https://doi.org/10.6186/IJIMS.2012.23.4.1
- 鍾漢璋（2013）。Constructing the Fuzzy Regression Model by Multi-Objective Programming〔碩士論文，國立臺北科技大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0006-0407201310252000