using JuMP, EAGO

                     m = Model()

                     EAGO.register_eago_operators!(m)

                     @variable(m, -1 <= x[i=1:3] <= 1)

                     @variable(m, -48.987102771054815 <= q <= 45.974621434893855)

                     add_NL_constraint(m, :(1/(1 + exp(-(-0.368688824745 + 0.553104331767496*1/(1 + exp(-(-0.34679271547764046 + -0.03387429483407178*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + -0.41639023650850415*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + 0.7737560883943391*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + 0.09930846098451918*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + -0.9337943134926245*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3]))))))) + -0.17925952214788987*1/(1 + exp(-(0.6682158984675199 + 0.6233864552377666*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + 0.35483759096347534*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + -0.4760912088664373*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + -0.23820709887370928*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + 0.9242931300611921*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3]))))))) + 0.4698400936211189*1/(1 + exp(-(0.8534714115378583 + 0.6703763846356168*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + -0.08490767686166478*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + 0.5656859981927576*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + 0.4980009846607585*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + 0.014109452266772848*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3]))))))) + -0.7276938776175426*1/(1 + exp(-(-0.09327714623589056 + -0.24359337663872616*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + 0.2759577392076742*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + -0.4166615549845427*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + 0.17410413013320136*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + 0.9439406543948436*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3]))))))) + 0.4202042464647322*1/(1 + exp(-(-0.09609361556421225 + -0.8712983668552394*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + -0.8013603269787453*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + 0.3524955117104245*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + 0.28183131704908826*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + -0.6019873452940772*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3])))))))))) + 1/(1 + exp(-(-0.8761821794177092 + 0.4562914248397121*1/(1 + exp(-(-0.34679271547764046 + -0.03387429483407178*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + -0.41639023650850415*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + 0.7737560883943391*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + 0.09930846098451918*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + -0.9337943134926245*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3]))))))) + 0.3827259206071312*1/(1 + exp(-(0.6682158984675199 + 0.6233864552377666*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + 0.35483759096347534*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + -0.4760912088664373*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + -0.23820709887370928*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + 0.9242931300611921*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3]))))))) + 0.20062384412841983*1/(1 + exp(-(0.8534714115378583 + 0.6703763846356168*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + -0.08490767686166478*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + 0.5656859981927576*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + 0.4980009846607585*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + 0.014109452266772848*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3]))))))) + -0.28064116456943733*1/(1 + exp(-(-0.09327714623589056 + -0.24359337663872616*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + 0.2759577392076742*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + -0.4166615549845427*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + 0.17410413013320136*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + 0.9439406543948436*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3]))))))) + 0.4949171063694977*1/(1 + exp(-(-0.09609361556421225 + -0.8712983668552394*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + -0.8013603269787453*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + 0.3524955117104245*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + 0.28183131704908826*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + -0.6019873452940772*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3])))))))))) + 1/(1 + exp(-(0.7716665307334409 + 0.20199447224764766*1/(1 + exp(-(-0.34679271547764046 + -0.03387429483407178*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + -0.41639023650850415*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + 0.7737560883943391*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + 0.09930846098451918*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + -0.9337943134926245*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3]))))))) + 0.3172295658101083*1/(1 + exp(-(0.6682158984675199 + 0.6233864552377666*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + 0.35483759096347534*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + -0.4760912088664373*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + -0.23820709887370928*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + 0.9242931300611921*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3]))))))) + 0.10629001518557368*1/(1 + exp(-(0.8534714115378583 + 0.6703763846356168*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + -0.08490767686166478*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + 0.5656859981927576*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + 0.4980009846607585*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + 0.014109452266772848*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3]))))))) + 0.4930771030063288*1/(1 + exp(-(-0.09327714623589056 + -0.24359337663872616*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + 0.2759577392076742*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + -0.4166615549845427*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 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+ 0.6558120152589955*$(x[3])))) + -0.6019873452940772*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3])))))))))) + 1/(1 + exp(-(-0.779255880286021 + 0.8816016628889711*1/(1 + exp(-(-0.34679271547764046 + -0.03387429483407178*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + -0.41639023650850415*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + 0.7737560883943391*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + 0.09930846098451918*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + -0.9337943134926245*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3]))))))) + 0.3409151924818685*1/(1 + exp(-(0.6682158984675199 + 0.6233864552377666*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + 0.35483759096347534*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + -0.4760912088664373*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + -0.23820709887370928*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + 0.9242931300611921*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3]))))))) + -0.5165976261581497*1/(1 + exp(-(0.8534714115378583 + 0.6703763846356168*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + -0.08490767686166478*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + 0.5656859981927576*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + 0.4980009846607585*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + 0.014109452266772848*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3]))))))) + -0.06878582640645536*1/(1 + exp(-(-0.09327714623589056 + -0.24359337663872616*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + 0.2759577392076742*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + -0.4166615549845427*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + 0.17410413013320136*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + 0.9439406543948436*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3]))))))) + 0.8469129987678201*1/(1 + exp(-(-0.09609361556421225 + -0.8712983668552394*1/(1 + exp(-(-0.3632300212500721 + -0.3374701832267393*$(x[1]) + 0.8756028312962347*$(x[2]) + 0.4387543479647671*$(x[3])))) + -0.8013603269787453*1/(1 + exp(-(0.09153485555592855 + 0.23042216426293383*$(x[1]) + 0.7064087974334008*$(x[2]) + -0.7947656255493469*$(x[3])))) + 0.3524955117104245*1/(1 + exp(-(-0.9772041331486054 + -0.49882047002052676*$(x[1]) + 0.9295268810329342*$(x[2]) + -0.9980546314915881*$(x[3])))) + 0.28183131704908826*1/(1 + exp(-(-0.6572599840304187 + 0.9275280812259474*$(x[1]) + 0.48175699367938973*$(x[2]) + 0.6558120152589955*$(x[3])))) + -0.6019873452940772*1/(1 + exp(-(-0.39686236988964074 + -0.053441112110775624*$(x[1]) + -0.8651914231914781*$(x[2]) + 0.0572006213281977*$(x[3])))))))))) - $q <= 0.0))

                     @objective(m, Min, q)

                     return m

                    