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------- Optimization functions -----------
dfp_min - dfp from numerical recipes
frpr_min - frpr from numerical recipes
maxlik - general optimization routine
pow_min - powell from numerical recipes
optsolv - general optimization routine
------- demonstrations -----------------------------
optim1_d - dfp,frpr,pow,maxlik demo
optim2_d - optsolv demo
optim3_d - fmins demo
------- support functions --------------------------
apprgrdn - computes gradient for optsolv
box_like1 - used by optim3_d
gradnt - computes gradient
gradt - computes gradient
stepsize - computes stepsize
hessian - evaluates hessian
linmin - line minimization dfp,frpr,pow
tol_like1 - used by optim1_d,optim2_d
updateh - updates hessian