§ TiN ãóR—dZddlZddlmZmZmZmZddlm Z m Z d„Z d„Z d„Z d „ZdS) a This is a module evaluating the objective/constraint function with Nan/Inf handling. Translated from Zaikun Zhang's modern-Fortran reference implementation in PRIMA. Dedicated to late Professor M. J. D. Powell FRS (1936--2015). Python translation by Nickolai Belakovski. éNé)ÚFUNCMAXÚ CONSTRMAXÚREALMAXÚ DEBUGGING)ÚmatprodÚprimasumcóv—d|tj|¦«<tj|t t¦«}|S)zq This function moderates a decision variable. It replaces NaN by 0 and Inf/-Inf by REALMAX/-REALMAX. r)ÚnpÚisnanÚclipr)Úxs úz/var/www/development/aibuddy-work/election-extract/venv/lib/python3.11/site-packages/scipy/_lib/pyprima/common/evaluate.pyÚ moderatexrs/€ð €A…b„hˆqk„kNÝ Œ•G8WÑ%Ô%€AØ €Hócó‚—tj|¦«rtn|}tj|t t¦«}|S)z‹ This function moderates the function value of a MINIMIZATION problem. It replaces NaN and any value above FUNCMAX by FUNCMAX. )r r rr r)Úfs rÚ moderatefrs6€õ ”8˜A‘;”;Ð%ˆ A€AÝ Œ•G8WÑ%Ô%€Að €Hrcó€—tj|dt¬¦«tj|t t¦«}|S)zß This function moderates the constraint value, the constraint demanding this value to be NONNEGATIVE. It replaces any value below -CONSTRMAX by -CONSTRMAX, and any NaN or value above CONSTRMAX by CONSTRMAX. F)ÚcopyÚnan)r Ú nan_to_numrr )Úcs rÚ moderatecr's5€õ „M!˜%¥YÐ/Ñ/Ô/Ð/Ý Œ•I:yÑ)Ô)€AØ €Hrcóè—|t|¦«nd}tr#ttj|¦«¦«rJ‚tj||z¦«}|t ||j¦«|z |d|…<ttj|¦«¦«r't|¦«}tj |¦«|z}nK|t|¦«¦«\}||d…<t|¦«}t||d…¦«||d…<trbtj|¦«stj |¦«rJ‚ttj|¦«tj |¦«z¦«rJ‚||fS)z§ This function evaluates CALCFC at X, returning the objective function value and the constraint value. Nan/Inf are handled by a moderated extreme barrier. Nr)ÚlenrÚanyr r ÚzerosrÚTr ÚonesrrrÚisposinf)ÚcalcfcrÚm_nlconÚamatÚbvecÚm_lconÚconstrrs rÚevaluater(2se€ðÐ*S‰YŒYˆY°€Fõð$õ•r”x ‘{”{Ñ#Ô#Ð#Ð#Ð#õ ŒXf˜wÑ&Ñ 'Ô '€FØ ÐÝ! ! T¤VÑ,Ô,¨tÑ3ˆˆwˆw‰å 2Œ8A‰;Œ;ÑÔð 5õ Q‰KŒKˆÝ”˜Ñ!Ô! AÑ%ˆˆà#˜V¥I¨a¡L¤LÑ1Ô1шˆ6&''‰?õ a‰LŒLˆÝ# F¨6¨7¨7¤OÑ4Ô4ˆˆvˆwˆw‰õð?õ”H˜Q‘K”KÐ2¥2¤;¨q¡>¤>Ð2Ð2Ð2Ý•r”x Ñ'Ô'­"¬+°fÑ*=Ô*=Ñ=Ñ>Ô>Ð>Ð>Ð>à ˆfˆ9Ðr)Ú__doc__Únumpyr ÚconstsrrrrÚlinalgrr rrrr(©rrúr.sŸððððÐÐÐØ:Ð:Ð:Ð:Ð:Ð:Ð:Ð:Ð:Ð:Ð:Ð:Ø%Ð%Ð%Ð%Ð%Ð%Ð%Ð%ð  ð ð ð  ð  ð  ð ð ð ð1ð1ð1ð1ð1r