glhundungrnn.m

用混沌理论和广义回归神经网络进行短期负荷的预测

clc;clear all; close all;
data=[413.507996	395.588989	390.322998	384.195007	360.631012	367.335999	355.321991	350.160004	338.894012	339.686005	322.835999	322.687988	323.237	322.229004	324.17099	319.825989	317.597992	313.335999	322.230011	310.005005	314.253998	318.330994	329.309998	329.522003	325.998993	328.882996	330.091003	342.584991	340.484009	351.587006	353.850006	360.404999	380.420013	397.421997	368.467987	386.696991	391.516998	413.559998	399.001007	411.290009	423.872009	434.868011	431.183014	443.359009	440.652008	444.276001	448.994995	457.592987	441.667999	424.79599	421.565002	411.850006	407.937012	408.386993	412.970001	414.705994	419.602997	423.968994	439.286987	438.837006	437.640991	440.181	442.703003	441.770996	437.65799	451.578003	456.696014	463.080994	468.065002	484.838013	482.175995	495.056	499.223999	506.09201	484.998993	473.605988	463.997009	472.002014	479.734009	490.612	491.828003	488.367004	503.479004	499.330994	493.309998	492.36499	489.02301	484.372986	473.410004	474.375	465.661987	456.135986	436.783997	424.589996	404.987	386.270996
358.610992	361.317993	348.798004	336.863007	319.859985	315.821991	307.942993	313.217987	305.772003	300.760986	294.912994	285.730988	293.209991	295.726013	284.908997	286.678986	272.200989	273.44101	280.55899	280.42099	279.053986	290.222992	288.089996	287.43399	291.071991	290.751007	289.440002	286.766998	292.950989	292.481995	307.869995	315.787994	334.631989	351.311005	385.434998	404.76001	413.993011	435.897003	447.401001	461.354004	460.298004	457.661987	463.506012	467.394012	468.98999	481.407013	489.263	488.053986	475.324005	467.753998	468.026001	449.747986	448.597992	444.460999	437.410004	426.748993	404.962006	399.321991	404.431	411.165985	412.997009	404.174011	408.790985	399	407.566986	407.86499	409.579987	426.144989	427.299011	440.888	446.002991	443.589996	462.5	477.359009	486.713989	485.347992	484.989014	486.894012	484.467987	491.161011	502.690002	499.834991	502.709015	502.097992	496.097992	495.256989	490.285004	491.355011	480.407013	467.856995	450.602997	445.38501	435.201996	408.384003	397.028992	373.265015
353.984985	347.132996	335.225006	330.153992	306.846985	310.230011	310.34201	310.544006	304.437012	301.859009	302.292999	305.556	296.05899	285.222992	301.82901	291.826996	286.809998	295.481995	289.044006	284.69101	288.312988	287.028992	291.408997	293.585999	305.970001	300.190002	309.653992	301.628998	307.253998	306.902008	319.695007	333.43399	321.105011	316.819	309.540009	311.833008	302.459015	299.112	295.44101	301.799011	282.992004	292.921997	300.34201	304.352997	295.920013	301.230988	304.119995	281.523987	281.089996	292.954987	293.803009	306.44101	294.785004	293.089996	291.265015	289.79599	289.571014	301.368988	306.613007	297.576996	285.389008	285.727997	290.209015	276.222992	284.416992	299.847992	299.390015	309.196014	309.881012	313.959015	307.970001	324.958008	343.515991	384.187012	392.494995	382.394989	357.684998	364.367004	353.217987	367.431	367.359985	367.451996	368.699005	372.243988	367.239014	368.636993	365.832001	363.039001	353.753998	332.535004	327.446014	318.149994	300.563995	304.087006	290.55899	283.924988
274.985992	286.065002	286.175995	265.77301	256.677002	257.351013	264.290009	272.218994	272.328003	270.333008	264.678986	271.964996	265.100006	264.841003	277.428009	277.487	271.063995	273.019012	268.769989	267.533997	273.036987	268.432007	275.398987	287.470001	277.187012	291.691986	291.100006	301.455994	321.312012	331.40799	306.496002	287.220001	296.834015	291.372009	316.209991	303.954987	305.036987	275.290985	282.317993	279.380005	272.363007	269.968994	290.059174	290.769226	291.200989	299.752991	292.384003	293	280.897003	284.82901	285.122009	279.895996	297.20401	294.153015	297.424988	294.906006	294.640991	291.868011	286.64801	286.02301	286.005005	283.381012	287.716003	277.843994	279.014008	283.307007	289.571991	300.946747	301.183441	302.066986	309.684998	330.95401	345.372009	358.540009	352.932007	355.052002	354.079987	356.375	358.446991	351.740997	354.97699	351.605988	360.05899	358.054993	358.394012	352.835999	356.852997	351.552002	350.364014	330.550995	316.359009	298.054993	284.306	271.127991	272.519012	279.677002
272.838013	279.194	286.997009	276.619995	279.960999	276.882996	283.463989	265.785004	241.798004	253.604996	235.563995	240.791	247.102997	246.007996	247.044006	255.022995	257.941986	252.035995	254.550003	252.998993	261.858002	259.355011	267.783997	266.765991	261.042999	273.73999	276.458008	285.278992	261.669006	265.286987	263.039001	278.761993	294.580994	310.143005	320.945007	313.838013	312.165009	306.92099	305.51001	278.098999	286.812988	285.571991	278.075012	269.046997	284.675995	280.075989	282.445007	279.946014	283.673004	271.360992	263.575989	268.455994	263.088013	267.71701	268.028015	271.786011	279.639008	288.320007	267.76001	264.598999	276.346008	269.618988	276.169006	268.994995	265.322998	267.645996	282.968994	276.352997	278.035004	280.22699	271.208008	282.72699	310.496002	324.77301	337.84201	315.118011	320.470001	330.898987	335.906006	348.983002	334.639008	340.924011	329.75	339.454987	343.286011	337.847992	340.126007	331.487	324.894012	323.300995	293.11499	278.589996	269.255005	254.949005	246.701004	242.389999
266.417999	259.210999	265.639008	266.696014	259.802002	259.15799	262.329987	261.487	264.450012	268.390015	260.084015	260.154999	253.675995	259.915985	256.631012	253.925003	259.553986	260.535004	264.352997	264.213013	263.552002	261.316986	261.497009	265.618011	270.769012	279.947998	281.509003	282.415985	262.703003	273.891998	282.161987	280.152008	297.627014	318.506012	316.011993	306.588989	301.96701	293.109985	296.901001	293.183014	296.945007	294.906006	298.932007	298.403992	300.914001	299.890991	303.687012	301.625	296.388	281.341003	293.234985	292.5	295.259003	298.286987	309.634003	306.933014	301.269989	304.701996	307.786987	308.459991	301.533997	298.277008	294.932007	298.369995	297.881012	299.709991	303.641998	302.178009	313.580994	311.816986	312.882996	319.647003	339.760986	363.321991	367.798004	362.447998	362.838013	372.213989	375.524994	366.678009	368.751007	374.22699	374.987	376.70401	382.138	376.802002	346.451996	342.618011	321.109985	309.846985	299.234985	291.582001	281.885986	287.320007	276.381012	280.066986
283.411011	268.022003	273.703003	255.195999	255.632004	257.171997	254.324997	261.51001	259.972992	266.205994	266.147003	258.43399	257.364014	262.93399	261.235992	257.748993	258.623993	268.703003	265.382996	262.217987	261.946014	257.479004	263.619995	269.21701	273.381989	271.178009	287.503998	287.911987	302.119995	315.127991	303.868988	287.153992	299.117004	298.755005	301.459015	305.075012	312.06601	308.184998	303.856995	310.192993	321.207001	300.862	314.615997	320.186005	312.548004	320.868011	315.428009	305.604004	298.533997	306.06601	307.067993	315.612	311.769012	307.450989	315.902008	312.666992	316.55899	314.755005	322.903992	317.253998	315.907013	306.787994	306.990997	309.855988	305.647003	309.467987	304.076996	310.686005	328.407013	319.324005	324.050995	342.457001	365.966003	366.726013	373.980988	375.089996	365.967987	376.80899	372.098999	372.153992	376.300995	368.118988	367.118011	365.789001	361.041992	359.332001	359.821991	358.516998	354.002014	339.869995	334.808014	326.92099	316.851013	315.583008	301.519012	287.653015
285.415985	295.484985	289.40799	273.70401	269.889008	270.165009	282.015991	275.528015	268.608002	265.77301	270.93399	274.484985	272.139008	276.027008	280.906006	278.720001	270.160004	270.882996	279.786011	272.634003	274.299011	276	275.265015	286.179993	278.358002	287.265015	292.665009	296.308014	293.609985	286.571991	283.72699	287.075012	287.294006	302.567993	311.640015	316.381012	308.466003	311.346985	317.617004	316.255005	316.160004	308.235992	314.167999	315.561005	313.263	314.436005	320.619995	318.567993	314.108002	311.622986	310.878998	302.317993	319.169006	322.393005	322.867004	330.510986	315.791992	319.475006	315.244995	307.791992	314.330994	317.485992	317.498993	312.84201	317.118011	321.709991	319.865997	324.270996	316.105988	324.115997	323.871002	340.178986	354.205994	374.188995	374.049988	356.667999	358.605011	375.518005	380.25	379.140015	379.054993	384.123993	373.889008	385.304993	380.911011	378.230011	371.003998	352.326996	349.441986	341.019012	327.529999	309.936005	316.542999	306.868011	300.337006	284.790009
292.55899	279.265015	267.96701	273.140015	275.230011	280.276001	281.826996	277.287994	281.882996	279.699005	283.015991	279.533997	275.662994	276.916992	280.235992	281.183014	277.290985	270.475006	270.85199	283.471985	279.261993	279.080994	282.96701	285.585999	287.563995	289.614014	288.756012	297.283997	300.104004	310.925995	313.416992	303.501007	307.346985	300.145996	311.709991	308.425995	309.290009	308.540985	315.811005	311.891998	303.122986	303.076996	308.609985	311.529999	309.648987	313.480011	320.52301	320.598999	317.613007	314.96701	306.145996	310.134003	315.386993	317.440002	315.967987	319.062012	314.656006	320.315002	311.270996	313.730988	322.347992	321.946991	327.847992	306.977997	314.634003	318.971008	325.270996	327.417999	323.656006	309.855011	319.186005	330.281006	356.384003	373.112	376.446014	384.062012	387.666992	388.631012	394.173004	391.623993	391.553009	382.29599	395.14801	387.10199	387.730011	389.251007	377.360992	362.401001	352.667999	339.679993	322.274994	312.669006	296.842987	293.143005	287.506012	271.962006
281.343994	280.141998	280.260986	276.054993	278.934998	280.578003	270.03299	273.019989	269.274994	263.744995	263.649994	271.181	270.313995	271.777008	265.622009	262.585999	269.983002	260.658997	271.423004	270.260986	265.320007	266.677002	264.919006	268.078003	268.834991	277.725006	287.634003	294.860992	296.963013	313.628998	321.890991	294.549011	312.973999	330.591003	323.738007	314.062988	301.136993	320.291992	325.342987	333.774994	303.789001	303.109009	312.490997	300.464996	301.226013	311.796997	318.40799	314.993011	312.365997	298.044006	315.934998	320.64801	305.884003	312.105988	303.949005	315.819	315.458008	313.031006	318.031006	317.11499	306.394989	313.411987	310.890015	314.908997	310.832001	317.980988	314.471008	317.476013	331.494995	319.411987	316.742004	330.084015	349.65799	359.32901	353.960999	353.654999	371.001007	379.574005	372.277008	380.463989	378.580994	381.700989	383.985992	380.602997	375.542999	383.699005	381.160004	368.798004	358.207001	348.233002	320.523987	308.005005	306.51001	297.658997	291.484009	284.873993
287.427002	300.70401	300.407013	288.950989	285.843994	285.39801	293.677002	289.804993	277.846985	279.394012	273.928986	282.747986	283.937988	280.03299	274.515991	265.036987	276.507996	277.071014	279.304993	285.098999	276.09201	277.578003	276.583008	281.794006	287.524994	293.510986	302.559998	312.990997	299.183014	321.450989	327.091003	322.037994	314.06601	319.335999	331.852997	318.278015	327.792999	324.838013	329.169006	315.860992	321.026001	312.606995	325.183014	322.390015	327.966003	322.406006	327.806	321.764008	323.475006	322.915985	326.367004	318.61499	321.453003	319.035004	323.083008	325.407013	323.622009	330.144989	324.062988	326.257996	328.040009	320.661987	331.247009	335.747986	320.816986	320.825989	329.272003	331.108002	322.553986	335.20401	345.678009	371.308014	390.632996	394.130005	387.420013	386.257996	384.675995	391.791992	382.585999	389.661011	405.268005	398.364014	381.069	381.628998	372.153015	379.471985	383.216003	369.322998	371.011993	371.32901	353.940002	333.911987	320.464996	310.281006	300.634003	293.307007
297.699005	287.881989	288.710999	280.725006	281.638	290.57901	283.540985	282.298004	269.578003	259.738007	263.032013	259.631012	262.848999	258.691986	251.539001	247.634003	249.065002	248.082993	248.408005	259.652008	255.014999	253.686005	256.867004	267.850006	269.597992	276.098999	264.184998	278.67099	281.39801	294.695007	308.001007	315.769012	301.643005	326.390015	335.634003	334.556	333.222992	326.054993	338.747009	352.462006	342.52301	334.786011	326.997986	327.143005	335.834015	341.812012	343.528992	322.415985	314.973999	311.915985	318.549988	309.563995	315.131989	325.790985	327.992004	328.130005	326.998993	330.463013	329.925995	328.557007	333.153992	333.42099	328.136993	322.641998	327.700012	335.412994	330.015015	329.868988	323.035004	321.213989	319.006989	328.069	337.018005	350.463989	362.537994	358.563995	366.319	373.940002	372.882996	375.095001	359.720001	357.31601	365.945007	366.619995	369.446014	362.700989	370.268005	360.867004	354.713989	343.28299	330.204987	317.803009	317.354004	302.075012	279.132996	269.613007