úÎ.,      Safe-Inferred  !"#$ !"#$  !"#$NoneOptimizer configuration. tgt is the type of the value to be  optimized. The Function to be optimized. (Extract the parameters to be tuned from tgt. Create a value of type tgt from the parameters. $An initial guess of the parameters. The global scaling factor. ,Typical deviation of each input parameters. 6 The length of the list is adjusted to be the same as 8 initXs, e.g. you can lazily use an infinite list here. 'Typical mean of each input parameters. < The length of this list too, is adjusted to be the same as  initXs. $Assume the function to be rugged and/ or noisy 6How many re-evaluation to make to estimate the noise. :Perturb the parameters by this amount (relative to sigma)  to estimate the noise /Terminate when one of the scaling grew too big " (initial scaling was too small.) 0Terminate when the global scaling grew too big. ;Terminate when the function value diversity in the current 5 and last few generations is smaller than this value ;Terminate when the improvement is not seen for this number  of iterations. ;Terminate when the deviations in the solutions are smaller  than this value. &Repeat the CMA-ES output into stderr.  The default Config values. ICreate a minimizing problem, given a pure function and an initial guess. &Create a minimizing problem, given an IO function and an initial guess. DCreate a minimizing problem for a function on traversable structure t. QCreate a minimizing problem for an effectful function on a traversable structure t. >Create a minimizing problem for a function on almost any type a which contain Doubles. JCreate a minimizing problem for an effectful function of almost any type. ,Execute the optimizer and get the solution. %CgetDoubles and putDoubles are generic functions used to put [Double] in and out of generic data types. Let' s test them. 'let d3 = (1,2,3) :: (Double,Int,Double) getDoubles d3 [1.0,3.0]putDoubles [4,5] d3 (4.0,2,5.0)Clet complicated = ([0,1],(2,[3,4])) :: ([Double],(Double,[Double]))getDoubles complicated[0.0,1.0,2.0,3.0,4.0]"putDoubles [5,6,7,8,9] complicated([5.0,6.0],(7.0,[8.0,9.0]))=Putting back the obtained values should not change the data. import Test.DocTest.PropAtype Complicated = ([[Double]],(),(([(Double,String)]),[Double]))Fprop ((\x -> putDoubles (getDoubles x) x == x) :: Complicated -> Bool)5You can get the original list back after putting it. #let make3 xs = take 3 $ xs ++ [0..]wprop ((\xs' y -> let xs = make3 xs' in getDoubles (putDoubles xs y)==xs) :: [Double] -> (Double,Double,Double) -> Bool) &%'    &%'(      !"#$%&'()* cmaes-0.2.0%Numeric.Optimization.Algorithms.CMAES Paths_cmaesConfigfuncIO projection embeddinginitXssigma0scaling typicalXs noiseHandling noiseReEvalsnoiseEps tolFacUpX tolUpSigmatolFun tolStagnationtolXverbose defaultConfigminimize minimizeIO minimizeT minimizeTIO minimizeG minimizeGIOruncatchIOversionbindirlibdirdatadir libexecdir getBinDir getLibDir getDataDir getLibexecDirgetDataFileName getDoubleszipTWith putDoubles