Research Article

Two Modified Three-Term Type Conjugate Gradient Methods and Their Global Convergence for Unconstrained Optimization

Table 1

The numerical results of Algorithm 1.

Nf Ng

Rosenbrock 2 184 183 29.6
Freudenstein and Roth 2 77 78 96.2
Brown badly scaled 3 106 108 453.1
Beale 3 98 100 62.8
Brown and Dennis 20 77 79 100.1 85822.2
Trigonometrix 100 10 12 45.3
Trigonometrix 1000 35 38 55.4
Trigonometrix 5000 74 78 103.3
Broyden tridiagonal 100 56 56 89.2
Broyden tridiagonal 1000 79 80 145.5
Broyden tridiagonal 5000 82 86 170.2
Broyden banded 100 11 11 78.2
Broyden banded 500 46 46 90.3
Power singular 4 113 116 77
Brown almost linear 100 25 28 46.5
Brown almost linear 1000 55 58 79.2
Watson 31 17 17 99.5
Discrete boundary value 100 42 42 36.2
Penalty function I 101 135 136 89.6
Penalty function II 200 56 56 70.2
Penalty function II 1000 102 105 144.6
Penalty function II 2000 256 256 403.4