0^j !ddlmZmZmZddlmZddlmZmZddl m Z ddl m Z ddl mZddlmZdd lmZdd lZdd lmZGd d e ZdZdZddZy ))NonlinearConstraintLinearConstraintBounds)process_nl_constraints)#combine_multiple_linear_constraintsseparate_LC_into_eq_and_ineq)process_bounds)Enum)_project)get_arrays_tol)cobylaN)IterableceZdZdZdZdZdZy)ConstraintType N)__name__ __module__ __qualname__ LINEAR_OBJECTNONLINEAR_OBJECT LINEAR_DICTNONLINEAR_DICTk/var/www/ramen.bs-engineer-server.com/venv/lib/python3.12/site-packages/scipy/_external/pyprima/__init__.pyrrsMKNrrct|trd|vrd|vrd|vrtjSt|trd|vrd|vrd|vrtjSt |dr(t |drt |drtj St |dr(t |drt |drtjStdt|d)NAlbubfunzConstraint type z not recognized) isinstancedictrrrhasattrrr ValueErrortype) constraints rget_constraint_typer+s*d# ):ASZ^blZl))) J %5J+>TZEW^bfp^p,,, S !gj$&?GJX\D]+++ U # D(AgjZ^F_...+D,<+=_MNNrc |syt|ts|g}g}g}|D]}t|}|tjur|j |2|tj ur|j |V|tjk(r&|j t|d|d|d|tjk(r&|j t|d|d|dtdt|dkDr t|}nd}t|dkDrt|}||fSt|dk(r |d}||fSd}||fS) N)NNr!r"r#r$zConstraint type not recognizedrr)r%rr+rrappendrrrrrr(lenrr) constraintslinear_constraintsnonlinear_constraintsr*constraint_typenonlinear_constraint_functionlinear_constraints rprocess_constraintsr5%s  k8 ,"m ! ? -j9 n:: :  % %j 1  ? ? ? ! ( ( 4  : : :  % %&6z# SWHXZdeiZj&k l  = = = ! ( () > ? !A%(>?T(U%(,% "?@RS ; ;;  A %.q1 ; ;;! ; ;;rc t|\}|ddin|}|jdd} |F| s tdd}n|| s tdd}ny|| s tdd}ng| s td d }nW|j}|d vrt d |d |dk7r  t d|dvr | t d|dvr | t d t |t|\} } t| | } | | ktj| | z | kztrJd| | zztj| | |}| } | } fd}|t|| | |dd}|j}|t!|\}}}}nd\}}}}fd}nfd}||\}}d|vr|d=d|vr |d|d<|d=t#|t ||||||| | f |||d|}tr1tj$}|<|j|<||_|S#t $r&tj|g}fd} | dYwxYw)NquietTz/Nonlinear constraints detected, applying COBYLArzJLinear constraints detected without nonlinear constraints, applying LINCOAlincoazHBounds without linear or nonlinear constraints detected, applying BOBYQAbobyqaz2No bounds or constraints detected, applying NEWUOAnewuoa)r:uobyqar9rr8zFMethod must be one of NEWUOA, UOBYQA, BOBYQA, COBYLA, or LINCOA, not ''zLNonlinear constraints were provided for an algorithm that cannot handle them)rr8zILinear constraints were provided for an algorithm that cannot handle them)rr9r8z=Bounds were provided for an algorithm that cannot handle themc|dgSNrr)xargsoriginal_scalar_funs r scalar_funzminimize..scalar_funws&qt3d3 3rrg?cVtj}|<||<|gSNnpzeros)r?newx _fixed_idx _fixed_valuesr@lenx0 original_funs r fixed_funzminimize..fixed_funs688E?D,D  !D* ,t, ,r)linear nonlinear)NNNNc.|g}|}||fSrDr)r?fnlconstrr@r$r3s rcalcfczminimize..calcfcs$A  A4Q7Hh; rcH|g}tjd}||fSr>rE)r?rQconstrr@r$s rrSzminimize..calcfcs'A  AXXa[Ff9 rmaxfevmaxfun)f0 nlconstr0callback)r5getprintlowerr(r. TypeErrorrFarrayr r absanyclipr r?r rrG)r$x0r@methodboundsr/rZoptionsr4r7rBr"r#tolrMresultA_eqb_eqA_ineqb_ineqrSrXrYrHrIrJrKr3rLrAs` ` @@@@@@rminimizermOs*7J;7W44!(wogG KK &E ~ ( 4% QRF  *% lmF  % jkF% TUF K Keflemmnop p X "?"Kkl l - -2C2Ohi i 7 7FrxsHHHA+%)!$T O'