Research Article

A General Solution to Least Squares Problems with Box Constraints and Its Applications

Table 1

Performance comparison of the three algorithms.

ā€‰Iteration 1 50 150 200 250 300

MSE Proposed 0.2860 0.2226 0.1961 0.1822 0.1737 0.1682
CG 0.3441 0.2240 0.3183 0.3183 0.3183 0.3183
PL 0.3441 0.2398 0.2136 0.2033 0.1978 0.1943

Proposed 0.0031 0.0016 0.0009 0.0006 0.0004 0.0003
CG 1.0000 0.0001 0 0 0 0
PL 1.0000 0.0117 0.0037 0.0018 0.0010 0.0007