Unified smoothing functions for absolute value equation associated with second-order cone

Autor: Yu Lin Chang, B. Saheya, Jein Shan Chen, Chieu Thanh Nguyen
Rok vydání: 2019
Předmět:
Zdroj: Applied Numerical Mathematics. 135:206-227
ISSN: 0168-9274
DOI: 10.1016/j.apnum.2018.08.019
Popis: In this paper, we explore a unified way to construct smoothing functions for solving the absolute value equation associated with second-order cone (SOCAVE). Numerical comparisons are presented, which illustrate what kinds of smoothing functions work well along with the smoothing Newton algorithm. In particular, the numerical experiments show that the well known loss function widely used in engineering community is the worst one among the constructed smoothing functions, which indicates that the other proposed smoothing functions can be employed for solving engineering problems.
Databáze: OpenAIRE