@@ -3837,6 +3837,62 @@ function OptimizationFunction{iip}(f, adtype::AbstractADType = NoAD();
38373837 cons_hess_colorvec, lag_hess_colorvec)
38383838end
38393839
3840+ # Function call operator for MultiObjectiveOptimizationFunction
3841+ (f:: MultiObjectiveOptimizationFunction )(args... ) = f. f (args... )
3842+
3843+ # Convenience constructor
3844+ MultiObjectiveOptimizationFunction (args... ; kwargs... ) = MultiObjectiveOptimizationFunction {true} (args... ; kwargs... )
3845+
3846+ # Constructor with keyword arguments
3847+ function MultiObjectiveOptimizationFunction {iip} (f, adtype:: AbstractADType = NoAD ();
3848+ jac = nothing , hess = Vector {nothing} (undef, 0 ), hv = nothing ,
3849+ cons = nothing , cons_j = nothing , cons_jvp = nothing ,
3850+ cons_vjp = nothing , cons_h = nothing ,
3851+ hess_prototype = nothing ,
3852+ cons_jac_prototype = __has_jac_prototype (f) ?
3853+ f. jac_prototype : nothing ,
3854+ cons_hess_prototype = nothing ,
3855+ syms = nothing ,
3856+ paramsyms = nothing ,
3857+ observed = __has_observed (f) ? f. observed :
3858+ DEFAULT_OBSERVED_NO_TIME,
3859+ expr = nothing , cons_expr = nothing ,
3860+ sys = __has_sys (f) ? f. sys : nothing ,
3861+ lag_h = nothing , lag_hess_prototype = nothing ,
3862+ hess_colorvec = __has_colorvec (f) ? f. colorvec : nothing ,
3863+ cons_jac_colorvec = __has_colorvec (f) ? f. colorvec :
3864+ nothing ,
3865+ cons_hess_colorvec = __has_colorvec (f) ? f. colorvec :
3866+ nothing ,
3867+ lag_hess_colorvec = nothing ) where {iip}
3868+ isinplace (f, 2 ; has_two_dispatches = false , isoptimization = true )
3869+ sys = sys_or_symbolcache (sys, syms, paramsyms)
3870+ MultiObjectiveOptimizationFunction{iip, typeof (adtype), typeof (f), typeof (jac), typeof (hess),
3871+ typeof (hv),
3872+ typeof (cons), typeof (cons_j), typeof (cons_jvp),
3873+ typeof (cons_vjp), typeof (cons_h),
3874+ typeof (hess_prototype),
3875+ typeof (cons_jac_prototype), typeof (cons_hess_prototype),
3876+ typeof (observed),
3877+ typeof (expr), typeof (cons_expr), typeof (sys), typeof (lag_h),
3878+ typeof (lag_hess_prototype), typeof (hess_colorvec),
3879+ typeof (cons_jac_colorvec), typeof (cons_hess_colorvec),
3880+ typeof (lag_hess_colorvec)
3881+ }(f, adtype, jac, hess,
3882+ hv, cons, cons_j, cons_jvp,
3883+ cons_vjp, cons_h,
3884+ hess_prototype, cons_jac_prototype,
3885+ cons_hess_prototype, observed, expr, cons_expr, sys,
3886+ lag_h, lag_hess_prototype, hess_colorvec, cons_jac_colorvec,
3887+ cons_hess_colorvec, lag_hess_colorvec)
3888+ end
3889+
3890+ # Placeholder functions for __has_jac_prototype, __has_observed, __has_sys, and __has_colorvec
3891+ __has_jac_prototype (f) = false
3892+ __has_observed (f) = false
3893+ __has_sys (f) = false
3894+ __has_colorvec (f) = false
3895+
38403896function BVPFunction {iip, specialize, twopoint} (f, bc;
38413897 mass_matrix = __has_mass_matrix (f) ? f. mass_matrix : I,
38423898 analytic = __has_analytic (f) ? f. analytic : nothing ,
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