Moré - Garbow - Hillstrom test set

Moré, J. J., Garbow, B. S., & Hillstrom, K. E. (1981).
Testing Unconstrained Optimization Software. ACM Transactions on Mathematical Software, 7(1), 17–41.
https://dl.acm.org/doi/10.1145/355934.355936

Suggested in #7

• Rosenbrock function (1) (OP) genrose.jl (function rosenbrock)
• Freudenstein and Roth function (2) (NLS) freuroth.jl
• Powell badly scaled function (3) (OP)
• Brown badly scaled function (4) (OP) brownbs.jl
• Beale function (5) (OP) beale.jl
• Jennrich and Sampson function (6) (NLS)
• Helical valley function (7) (OP)
• Bard function (8) (NLS)
• Gaussian function (9) (OP)
• Meyer function (10) (NLS) meyer3.jl
• Gulf research and development function (11) (OP)
• Box three-dimensional function (12) (NLS)
• Powell singular function (13) (OP) powellsg.jl
• Wood function (14) (OP) woods.jl
• Kowalik and Osborne function (15) (NLS)
• Brown and Dennis function (16) (NLS) brownden.jl
• Osborne i function (17) (NLS)
• Biggs EXP6 function (18) (OP)
• Osborne 2 function (19) (NLS)
• Watson function (20) (OP)
• Extended Rosenbrock function (21) (OP) srosenbr.jl
• Extended Powell singular function (22) (OP)
• Penalty function I (23) (OP)
• Penalty function II (24) (OP) penalty2.jl
• Variably dimensioned function (25) (OP) vardim.jl
• Trigonometric function (26) (OP)
• Brown almost-linear function (27) (OP)
• Discrete boundary value function (28) (OP) morebv.jl
• Discrete integral equation function (29) (OP)
• Broyden tridiagonal function (30) (OP)
• Broyden banded function (31) (OP) brybnd. jl (sbrybnd.jl is an unscaled version)
• Linear function - full rank (32) (NLS) arglina.jl
• Linear function - rank 1 (33) (NLS) arglinb.jl
• Linear function - rank 1 with zero columns and rows (34) (NLS) arglinc.jl
• Chebyquad function (35) (OP)