Smoothed analysis of complex conic condition numbers

被引:19
作者
Buergisser, Peter [1 ]
Cucker, Felipe
Lotz, Martin
机构
[1] Univ Gesamthsch Paderborn, Dept Math, D-4790 Paderborn, Germany
[2] City Univ Hong Kong, Dept Math, Kowloon Tong, Hong Kong, Peoples R China
来源
JOURNAL DE MATHEMATIQUES PURES ET APPLIQUEES | 2006年 / 86卷 / 04期
关键词
condition numbers; smoothed analysis; volume of tubes; integral geometry;
D O I
10.1016/j.matpur.2006.06.001
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Smoothed analysis of complexity bounds and condition numbers has been done, so far, on a case by case basis. In this paper we consider a reasonably large class of condition numbers for problems over the complex numbers and we obtain smoothed analysis estimates for elements in this class depending only on geometric invariants of the corresponding sets of ill-posed inputs. These estimates are for a version of smoothed analysis proposed in this paper which, to the best of our knowledge, appears to be new. Several applications to linear and polynomial equation solving show that estimates obtained in this way are easy to derive and quite accurate. (c) 2006 Elsevier SAS. All rights reserved.
引用
收藏
页码:293 / 309
页数:17
相关论文
共 26 条
[1]  
[Anonymous], LECT SCI COMPLEXITY
[2]   A note on level-2 condition numbers [J].
Cheung, D ;
Cucker, F .
JOURNAL OF COMPLEXITY, 2005, 21 (03) :314-319
[3]   Probabilistic analysis of condition numbers for linear programming [J].
Cheung, D ;
Cucker, F .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2002, 114 (01) :55-67
[4]   ON CONDITION NUMBERS AND THE DISTANCE TO THE NEAREST ILL-POSED PROBLEM [J].
DEMMEL, JW .
NUMERISCHE MATHEMATIK, 1987, 51 (03) :251-289
[5]  
DEMMEL JW, 1988, MATH COMPUT, V50, P449, DOI 10.1090/S0025-5718-1988-0929546-7
[6]   THE APPROXIMATION OF ONE MATRIX BY ANOTHER OF LOWER RANK [J].
Eckart, Carl ;
Young, Gale .
PSYCHOMETRIKA, 1936, 1 (03) :211-218
[7]   EIGENVALUES AND CONDITION NUMBERS OF RANDOM MATRICES [J].
EDELMAN, A .
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 1988, 9 (04) :543-560
[8]  
Kostlan E., 1993, TOPOLOGY COMPUTATION, P419
[10]  
Renegar J., 1994, Journal of Complexity, V10, P1, DOI 10.1006/jcom.1994.1001