ASME's Mechanical Engineering Toolkit 1997 December

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Text File | 1992-08-01 | 8KB | 427 lines

# # # abs_sine.lf # # # This is an lf example that learns the absolute value # of sine from 0 to 2 PI, something that backprop # has trouble with. # # tree size = 2000 min correct = 199 max epochs = 50 function domain dimension = 1 coding = 20:2 20:2 quantization = 200 100 training set size = 200 training set = 0.000000 0.000000 0.031416 0.031411 0.062832 0.062791 0.094248 0.094108 0.125664 0.125333 0.157080 0.156434 0.188496 0.187381 0.219911 0.218143 0.251327 0.248690 0.282743 0.278991 0.314159 0.309017 0.345575 0.338738 0.376991 0.368125 0.408407 0.397148 0.439823 0.425779 0.471239 0.453991 0.502655 0.481754 0.534071 0.509042 0.565487 0.535827 0.596903 0.562083 0.628319 0.587785 0.659735 0.612907 0.691151 0.637424 0.722566 0.661312 0.753982 0.684547 0.785398 0.707107 0.816814 0.728969 0.848230 0.750111 0.879646 0.770513 0.911062 0.790155 0.942478 0.809017 0.973894 0.827081 1.005310 0.844328 1.036726 0.860742 1.068142 0.876307 1.099558 0.891007 1.130974 0.904827 1.162390 0.917755 1.193806 0.929777 1.225222 0.940881 1.256637 0.951057 1.288053 0.960294 1.319469 0.968583 1.350885 0.975917 1.382301 0.982287 1.413717 0.987688 1.445133 0.992115 1.476549 0.995562 1.507965 0.998027 1.539381 0.999507 1.570797 1.000000 1.602213 0.999507 1.633629 0.998027 1.665045 0.995562 1.696461 0.992115 1.727877 0.987688 1.759292 0.982287 1.790708 0.975917 1.822124 0.968583 1.853540 0.960294 1.884956 0.951056 1.916372 0.940881 1.947788 0.929776 1.979204 0.917754 2.010620 0.904827 2.042036 0.891006 2.073452 0.876306 2.104868 0.860742 2.136284 0.844328 2.167700 0.827080 2.199116 0.809017 2.230531 0.790155 2.261947 0.770513 2.293363 0.750111 2.324779 0.728968 2.356195 0.707106 2.387611 0.684547 2.419027 0.661311 2.450443 0.637423 2.481859 0.612906 2.513275 0.587785 2.544691 0.562083 2.576107 0.535826 2.607523 0.509041 2.638939 0.481753 2.670355 0.453990 2.701771 0.425779 2.733186 0.397147 2.764602 0.368124 2.796018 0.338737 2.827434 0.309016 2.858850 0.278990 2.890266 0.248689 2.921682 0.218142 2.953098 0.187380 2.984514 0.156433 3.015930 0.125332 3.047346 0.094107 3.078762 0.062790 3.110178 0.031410 3.141594 0.000001 3.173010 0.031412 3.204426 0.062792 3.235842 0.094109 3.267257 0.125334 3.298673 0.156436 3.330089 0.187382 3.361505 0.218144 3.392921 0.248691 3.424337 0.278992 3.455753 0.309018 3.487169 0.338739 3.518585 0.368126 3.550001 0.397149 3.581417 0.425780 3.612833 0.453992 3.644249 0.481755 3.675665 0.509042 3.707081 0.535828 3.738497 0.562084 3.769912 0.587786 3.801328 0.612908 3.832744 0.637425 3.864160 0.661313 3.895576 0.684548 3.926992 0.707108 3.958408 0.728970 3.989824 0.750112 4.021240 0.770514 4.052656 0.790156 4.084072 0.809018 4.115488 0.827081 4.146904 0.844329 4.178319 0.860743 4.209735 0.876307 4.241151 0.891007 4.272567 0.904828 4.303983 0.917755 4.335399 0.929777 4.366815 0.940881 4.398231 0.951057 4.429647 0.960294 4.461063 0.968583 4.492479 0.975917 4.523895 0.982288 4.555311 0.987689 4.586727 0.992115 4.618143 0.995562 4.649559 0.998027 4.680974 0.999507 4.712390 1.000000 4.743806 0.999507 4.775222 0.998027 4.806638 0.995562 4.838054 0.992115 4.869470 0.987688 4.900886 0.982287 4.932302 0.975916 4.963718 0.968583 4.995134 0.960293 5.026550 0.951056 5.057966 0.940880 5.089382 0.929776 5.120798 0.917754 5.152214 0.904826 5.183630 0.891006 5.215045 0.876306 5.246461 0.860741 5.277877 0.844327 5.309293 0.827080 5.340709 0.809016 5.372125 0.790154 5.403541 0.770512 5.434957 0.750110 5.466373 0.728967 5.497789 0.707106 5.529205 0.684546 5.560621 0.661311 5.592037 0.637423 5.623453 0.612906 5.654869 0.587784 5.686285 0.562082 5.717700 0.535825 5.749116 0.509040 5.780532 0.481752 5.811948 0.453989 5.843364 0.425778 5.874780 0.397146 5.906196 0.368123 5.937612 0.338736 5.969028 0.309015 6.000444 0.278989 6.031860 0.248688 6.063276 0.218141 6.094692 0.187379 6.126108 0.156432 6.157524 0.125331 6.188940 0.094106 6.220356 0.062788 6.251771 0.031409 test set size = 200 test set = 0.000000 0.000000 0.031416 0.031411 0.062832 0.062791 0.094248 0.094108 0.125664 0.125333 0.157080 0.156434 0.188496 0.187381 0.219911 0.218143 0.251327 0.248690 0.282743 0.278991 0.314159 0.309017 0.345575 0.338738 0.376991 0.368125 0.408407 0.397148 0.439823 0.425779 0.471239 0.453991 0.502655 0.481754 0.534071 0.509042 0.565487 0.535827 0.596903 0.562083 0.628319 0.587785 0.659735 0.612907 0.691151 0.637424 0.722566 0.661312 0.753982 0.684547 0.785398 0.707107 0.816814 0.728969 0.848230 0.750111 0.879646 0.770513 0.911062 0.790155 0.942478 0.809017 0.973894 0.827081 1.005310 0.844328 1.036726 0.860742 1.068142 0.876307 1.099558 0.891007 1.130974 0.904827 1.162390 0.917755 1.193806 0.929777 1.225222 0.940881 1.256637 0.951057 1.288053 0.960294 1.319469 0.968583 1.350885 0.975917 1.382301 0.982287 1.413717 0.987688 1.445133 0.992115 1.476549 0.995562 1.507965 0.998027 1.539381 0.999507 1.570797 1.000000 1.602213 0.999507 1.633629 0.998027 1.665045 0.995562 1.696461 0.992115 1.727877 0.987688 1.759292 0.982287 1.790708 0.975917 1.822124 0.968583 1.853540 0.960294 1.884956 0.951056 1.916372 0.940881 1.947788 0.929776 1.979204 0.917754 2.010620 0.904827 2.042036 0.891006 2.073452 0.876306 2.104868 0.860742 2.136284 0.844328 2.167700 0.827080 2.199116 0.809017 2.230531 0.790155 2.261947 0.770513 2.293363 0.750111 2.324779 0.728968 2.356195 0.707106 2.387611 0.684547 2.419027 0.661311 2.450443 0.637423 2.481859 0.612906 2.513275 0.587785 2.544691 0.562083 2.576107 0.535826 2.607523 0.509041 2.638939 0.481753 2.670355 0.453990 2.701771 0.425779 2.733186 0.397147 2.764602 0.368124 2.796018 0.338737 2.827434 0.309016 2.858850 0.278990 2.890266 0.248689 2.921682 0.218142 2.953098 0.187380 2.984514 0.156433 3.015930 0.125332 3.047346 0.094107 3.078762 0.062790 3.110178 0.031410 3.141594 0.000001 3.173010 0.031412 3.204426 0.062792 3.235842 0.094109 3.267257 0.125334 3.298673 0.156436 3.330089 0.187382 3.361505 0.218144 3.392921 0.248691 3.424337 0.278992 3.455753 0.309018 3.487169 0.338739 3.518585 0.368126 3.550001 0.397149 3.581417 0.425780 3.612833 0.453992 3.644249 0.481755 3.675665 0.509042 3.707081 0.535828 3.738497 0.562084 3.769912 0.587786 3.801328 0.612908 3.832744 0.637425 3.864160 0.661313 3.895576 0.684548 3.926992 0.707108 3.958408 0.728970 3.989824 0.750112 4.021240 0.770514 4.052656 0.790156 4.084072 0.809018 4.115488 0.827081 4.146904 0.844329 4.178319 0.860743 4.209735 0.876307 4.241151 0.891007 4.272567 0.904828 4.303983 0.917755 4.335399 0.929777 4.366815 0.940881 4.398231 0.951057 4.429647 0.960294 4.461063 0.968583 4.492479 0.975917 4.523895 0.982288 4.555311 0.987689 4.586727 0.992115 4.618143 0.995562 4.649559 0.998027 4.680974 0.999507 4.712390 1.000000 4.743806 0.999507 4.775222 0.998027 4.806638 0.995562 4.838054 0.992115 4.869470 0.987688 4.900886 0.982287 4.932302 0.975916 4.963718 0.968583 4.995134 0.960293 5.026550 0.951056 5.057966 0.940880 5.089382 0.929776 5.120798 0.917754 5.152214 0.904826 5.183630 0.891006 5.215045 0.876306 5.246461 0.860741 5.277877 0.844327 5.309293 0.827080 5.340709 0.809016 5.372125 0.790154 5.403541 0.770512 5.434957 0.750110 5.466373 0.728967 5.497789 0.707106 5.529205 0.684546 5.560621 0.661311 5.592037 0.637423 5.623453 0.612906 5.654869 0.587784 5.686285 0.562082 5.717700 0.535825 5.749116 0.509040 5.780532 0.481752 5.811948 0.453989 5.843364 0.425778 5.874780 0.397146 5.906196 0.368123 5.937612 0.338736 5.969028 0.309015 6.000444 0.278989 6.031860 0.248688 6.063276 0.218141 6.094692 0.187379 6.126108 0.156432 6.157524 0.125331 6.188940 0.094106 6.220356 0.062788 6.251771 0.031409