1# 0 fully over-determined SVD_LEAST_SQ 2# 1 fully over-determined ELNET 3 4# 2 fully under-determined BP 5# 3 fully under-determined BPDN 6# 4 fully under-determined OMP 7# 5 fully under-determined LASSO 8# 6 fully under-determined LARS 9# 7 fully under-determined ELNET 10 11# 8 fully over-determined SVD_LEAST_SQ using_derivatives 12# 9 fully over-determined ELNET using_derivatives 13 14# 10 fully under-determined BP using_derivatives 15# 11 fully under-determined BPDN using_derivatives 16# 12 fully under-determined OMP using_derivatives 17# 13 fully under-determined LASSO using_derivatives 18# 14 fully under-determined LARS using_derivatives 19# 15 fully under-determined ELNET using_derivatives 20 21# 16 fully over-determined BP 22 23# 17 partially under-determined using_derivatives SVD_LEAST_SQ 24# 18 partially under-determined using_derivatives BP 25# 19 partially under-determined using_derivatives BPDN 26# 20 partially under-determined using_derivatives OMP 27# 21 partially under-determined using_derivatives LASSO 28# 22 partially under-determined using_derivatives LARS 29# 23 partially under-determined using_derivatives ELNET 30 31# 24 fully under-determined SVD_LEAST_SQ 32# 25 fully under-determined SVD_LEAST_SQ using_derivatives 33# 26 fully over-determined OMP 34# 27 partially under-determined using_derivatives OMP 35 36# 28 fully over-determined DEFAULT_LEAST_SQ_REGRESSION (SVD) 37# 29 fully under-determined DEFAULT_LEAST_SQ_REGRESSION (SVD) 38# 30 fully over-determined DEFAULT_LEAST_SQ_REGRESSION using_derivatives (SVD) 39# 31 fully under-determined DEFAULT_LEAST_SQ_REGRESSION using_derivatives (SVD) 40 41# 32 fully over-determined BPDN 42 43# 33 fully over-determined DEFAULT_REGRESSION (SVD) 44# 34 fully under-determined DEFAULT_REGRESSION (LASSO) 45# 35 fully over-determined DEFAULT_REGRESSION using_derivatives (SVD) 46# 36 fully under-determined DEFAULT_REGRESSION using_derivatives (LASSO) 47 48# 37 fully over-determined LARS 49# 38 fully over-determined LASSO 50 51# 39 activate cross validation warning about only being able to construct under-determined systems even though system is determined 52 53environment, 54 output_precision = 16 55 56method, 57 polynomial_chaos 58 expansion_order = 6 #s0,#s1,#s2,#s3,#s4,#s5,#s6,#s7,#s8,#s9,#s17,#s18,#s19,#s20,#s21,#s22,#s23,#s24,#s26,#s27,#s28,#s30,#s33,#s34,#s35,#s16,#s32,#s37,#s38,#s39, 59# expansion_order = 7 #s10,#s11,#s12,#s13,#s14,#s15,#s25,#s29,#s31,#s36 60 cross_validation 61 collocation_ratio = 3 #s0,#s1,#s8,#s9,#s26,#s28,#s30,#s33,#s35,#s16,#s32,#s37,#s38 62# collocation_points = 18 #s2,#s3,#s4,#s5,#s6,#s7,#s24,#s34 63 64# collocation_points = 10 #s10,#s11,#s12,#s13,#s14,#s15,#s25,#s29,#s31,#s36 65# collocation_points = 15 #s39 66# collocation_ratio = 2 #s17,#s18,#s19,#s20,#s21,#s22,#s23,#s27 67# least_squares #s28,#s29,#s30,#s31, 68 least_squares svd #s0,#s8,#s17,#s24,#s25,#s39 69# basis_pursuit #s2,#s10,#s18,#s16 70# basis_pursuit_denoising #s3,#s11,#s19,#s32 71# noise_tolerance = 1.e-3 #s3,#s11,#s19, 72# orthogonal_matching_pursuit #s4,#s12,#s20,#s26,#s27 73# least_absolute_shrinkage #s5,#s13,#s21,#s1,#s7,#s9,#s15,#s23,#s38 74# least_angle_regression #s6,#s14,#s22,#s37 75# l2_penalty = 0.01 #s1,#s7,#s9,#s15,#s23 76 seed = 1233967 77# use_derivatives #s10,#s11,#s12,#s13,#s14,#s15,#s17,#s18,#s19,#s20,#s21,#s22,#s23,#s27,#s30,#s31,#s35,#s36 78 output verbose 79 80variables, 81 uniform_uncertain = 2 82 lower_bounds = -2. -2. 83 upper_bounds = 2. 2. 84 descriptors = 'x1' 'x2' 85 86interface, 87 direct 88 analysis_driver = 'rosenbrock' 89 90responses, 91 response_functions = 1 92 no_gradients #s0,#s1,#s2,#s3,#s4,#s5,#s6,#s7,#s24,#s26,#s28,#s29,#s33,#s34,#s16,#s32,#s37,#s38,#s39 93# analytic_gradients #s8,#s9,#s10,#s11,#s12,#s13,#s14,#s15,#s17,#s18,#s19,#s20,#s21,#s22,#s23,#s25,#s27,#s30,#s31,#s35,#s36 94 no_hessians 95