Interval Arithmetic Based Optimization in Nonlinear Regression
Volume 21, Issue 1 (2010), pp. 149–158
Pub. online: 1 January 2010
Type: Research Article
Received
1 April 2009
1 April 2009
Accepted
1 February 2010
1 February 2010
Published
1 January 2010
1 January 2010
Abstract
The optimization problems occurring in nonlinear regression normally cannot be proven unimodal. In the present paper applicability of global optimization algorithms to this problem is investigated with the focus on interval arithmetic based algorithms.