A novel compact piecewise-linear representation | |
Wen, CT ; Wang, SN ; Zhang, H ; Khan, MJ | |
2010-05-06 ; 2010-05-06 | |
关键词 | piecewise-linear compact representation basis function non-linear approximation Engineering, Electrical & Electronic |
中文摘要 | A new compact MAX representation for 2-D continuous piecewise-linear (PWL) functions is developed in this paper. The representation is promising since it can be easily generalized into higher dimensions. We also establish the explicit functional form of basis function and demonstrate that the proposed basis function is the elementary 'building block' from which a fully general 2-D PWL function can be constructed. In addition, we reveal the relationship of basis function with minimal degenerate intersection and Hinging Hyperplane, which shows that the MAX model can unify Chua's canonical expression, Li's representation, lattice PWL function and Bremann's Hinging Finding Algorithm into one common theoretical framework. Copyright (C) 2005 John Wiley Sons, Ltd. |
语种 | 英语 ; 英语 |
出版者 | JOHN WILEY & SONS LTD ; CHICHESTER ; THE ATRIUM, SOUTHERN GATE, CHICHESTER PO19 8SQ, W SUSSEX, ENGLAND |
内容类型 | 期刊论文 |
源URL | [http://hdl.handle.net/123456789/9451] |
专题 | 清华大学 |
推荐引用方式 GB/T 7714 | Wen, CT,Wang, SN,Zhang, H,et al. A novel compact piecewise-linear representation[J],2010, 2010. |
APA | Wen, CT,Wang, SN,Zhang, H,&Khan, MJ.(2010).A novel compact piecewise-linear representation.. |
MLA | Wen, CT,et al."A novel compact piecewise-linear representation".(2010). |
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