{"id":949,"date":"2023-02-08T14:02:40","date_gmt":"2023-02-08T06:02:40","guid":{"rendered":"http:\/\/www.algmain.com\/?page_id=949"},"modified":"2023-02-13T10:11:05","modified_gmt":"2023-02-13T02:11:05","slug":"multi-dimension","status":"publish","type":"page","link":"http:\/\/www.algmain.com\/index.php\/algorithm-article\/projective-variance-split\/multi-dimension\/","title":{"rendered":"\u591a\u7ef4\u6295\u5f71\u65b9\u5dee\u5206\u5272"},"content":{"rendered":"\n<p>\u8d85\u8fc7\u4e09\u7ef4\u4ee5\u4e0a\u7684\u65b9\u5dee\u5206\u5272\u5c5e\u4e8e\u591a\u7ef4\u65b9\u5dee\u5206\u5272\uff0c\u62c9\u683c\u6717\u65e5\u65b9\u6cd5\u4ecd\u7136\u9002\u7528\u4e8e\u9ad8\u7ef4\u7684\u60c5\u51b5\u3002<\/p>\n\n\n\n<p>\u6b64\u65f6\u53ef\u4ee5\u901a\u8fc7\u4e09\u7ef4\u65b9\u5dee\u5206\u5272\u7684\u89e3\u6cd5\u4e86\u89e3\u5230\u5176\u4e2d\u7684\u4e00\u4e9b\u60c5\u51b5\u3002\u5bf9\u4e8e\u62c9\u683c\u6717\u65e5\u65b9\u6cd5\u6240\u6784\u9020\u7684\\(L(a,b,c)\\)\u51fd\u6570\uff0c\u53ef\u4ee5\u5316\u7b80\u540e\u5f97\u5230\u5982\u4e0b\u65b9\u7a0b\u7ec4\uff1a<\/p>\n\n\n\n<p>\\[\\sum\\limits_{i = 1}^N {2(a{x_i} + b{y_i} + c{z_i}){x_i} + 2\\lambda a = 0} \\]<\/p>\n\n\n\n<p>\\[\\sum\\limits_{i = 1}^N {2(a{x_i} + b{y_i} + c{z_i}){y_i} + 2\\lambda b = 0} \\]<\/p>\n\n\n\n<p>\\[\\sum\\limits_{i = 1}^N {2(a{x_i} + b{y_i} + c{z_i}){z_i} + 2\\lambda c = 0} \\]<\/p>\n\n\n\n<p>\u5373\uff1a<\/p>\n\n\n\n<p>\\[ \\begin{array}{*{20}{c}}<br>{a({m_{xx}} + \\lambda ) + b{m_{xy}} + c{m_{xz}} = 0}\\\\<br>{a{m_{xy}} + b({m_{yy}} + \\lambda ) + c{m_{yz}} = 0}\\\\<br>{a{m_{xz}} + b{m_{yz}} + c({m_{zz}} + \\lambda ) = 0}<br>\\end{array} \\]<\/p>\n\n\n\n<p>\\[ \\left[ {\\begin{array}{*{20}{c}}<br>{m_{xx}}&amp;{m_{xy}}&amp;{m_{xz}}\\\\<br>{m_{xy}}&amp;{m_{yy}}&amp;{m_{yz}}\\\\<br>{m_{xz}}&amp;{m_{yz}}&amp;{m_{zz}}<br>\\end{array}} \\right] \\left[ {\\begin{array}{*{20}{c}}<br>a\\\\<br>b\\\\<br>c<br>\\end{array}} \\right] + \\lambda \\left[ {\\begin{array}{*{20}{c}} a\\\\ b\\\\ c \\end{array}} \\right] = 0\\]<\/p>\n\n\n\n<p>\u719f\u6089\u7ebf\u6027\u4ee3\u6570\u5f97\u8bfb\u8005\u53ef\u80fd\u5df2\u7ecf\u770b\u51fa\u4e86\u4e00\u4e9b\u4e1c\u897f\u3002\u8fd9\u4e2a\u65b9\u7a0b\u7ec4\u548c\u77e9\u9635\u7279\u5f81\u503c\u516c\u5f0f\\(A = |A &#8211; \\lambda E|= 0\\)\u57fa\u672c\u4e00\u81f4\u3002\\(\\lambda\\)\u662f\u7279\u5f81\u503c\uff0c\\(\\overrightarrow l = (a,b,c)\\)\u662f\u7279\u5f81\u5411\u91cf\uff08\u4e00\u6761\u76f4\u7ebf\u5b58\u5728\u4e24\u4e2a\u65b9\u5411\u63cf\u8ff0\uff0c\u521a\u597d\u7b26\u53f7\u76f8\u53cd\uff09\u3002<\/p>\n\n\n\n<p>\u4ee4\uff1a<\/p>\n\n\n\n<p>\\[\\begin{array}{*{20}{c}}<br>{\\overrightarrow X = ({x_1},{x_2},\u2026{x_n})}&amp;{\\overrightarrow Y = ({y_1},{y_2},\u2026{y_n})}&amp;{\\overrightarrow Z = ({z_1},{z_2},\u2026{z_n})}<br>\\end{array}\\]<\/p>\n\n\n\n<p>\u5219\uff1a<\/p>\n\n\n\n<p>\\[ A = \\left[ {\\begin{array}{*{20}{c}}<br>{m_{xx}}&amp;{m_{xy}}&amp;{m_{xz}}\\\\<br>{m_{xy}}&amp;{m_{yy}}&amp;{m_{yz}}\\\\<br>{m_{xz}}&amp;{m_{yz}}&amp;{m_{zz}}<br>\\end{array}} \\right] \\\\ = \\left[ {\\begin{array}{*{20}{c}}<br>{\\overrightarrow X \\cdot \\overrightarrow X}&amp;{\\overrightarrow X \\cdot \\overrightarrow Y}&amp;{\\overrightarrow X \\cdot \\overrightarrow Z}\\\\<br>{\\overrightarrow Y \\cdot \\overrightarrow X}&amp;{\\overrightarrow Y \\cdot \\overrightarrow Y}&amp;{\\overrightarrow Y \\cdot \\overrightarrow Z}\\\\<br>{\\overrightarrow Z \\cdot \\overrightarrow X}&amp;{\\overrightarrow Z \\cdot \\overrightarrow Y}&amp;{\\overrightarrow Z \\cdot \\overrightarrow Z}<br>\\end{array}} \\right] \\\\ =  \\left[ {\\begin{array}{*{20}{c}} {\\overrightarrow X }\\\\ {\\overrightarrow Y }\\\\ {\\overrightarrow Z } \\end{array}} \\right] \\times  \\left[ {\\begin{array}{{20}{c}} {\\overrightarrow X }&amp;{\\overrightarrow Y }&amp;{\\overrightarrow Z } \\end{array}} \\right] \\]<\/p>\n\n\n\n<p><strong>\u4ee5\u6b64\u53ef\u4ee5\u63a8\u6d4b\u66f4\u9ad8\u7ef4\u5ea6\u7684\u65b9\u5dee\u5206\u5272\u6cd5\uff0c\u5176\u5b9e\u5c31\u662f\u6c42\u8fd9\u4e2a\u77e9\u9635\u7684\u7279\u5f81\u503c\u548c\u7279\u5f81\u5411\u91cf\u3002\u4e5f\u5c31\u662f\u6c42\u9ad8\u7ef4\u5ea6\u70b9\u96c6\u7684\u51e0\u4e2a\u4e3b\u65b9\u5411\u3002\u5176\u4e2d\u5fc5\u6709\u4e00\u4e2a\u4e3b\u65b9\u5411\u4f7f\u5f97\u8ddd\u79bb\u65b9\u5dee\u8fbe\u5230\u6700\u5927\u503c\uff0c\u5782\u76f4\u4e8e\u8be5\u65b9\u5411\u4e14\u8fc7\u8d28\u5fc3\u7684\u5e73\u9762\u4e3a\u5206\u5272\u5e73\u9762\u3002<\/strong><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8d85\u8fc7\u4e09\u7ef4\u4ee5\u4e0a\u7684\u65b9\u5dee\u5206\u5272\u5c5e\u4e8e\u591a\u7ef4\u65b9\u5dee\u5206\u5272\uff0c\u62c9\u683c\u6717\u65e5\u65b9\u6cd5\u4ecd\u7136\u9002\u7528\u4e8e\u9ad8\u7ef4\u7684\u60c5\u51b5\u3002 \u6b64\u65f6\u53ef\u4ee5\u901a\u8fc7\u4e09\u7ef4\u65b9\u5dee\u5206\u5272\u7684\u89e3\u6cd5\u4e86\u89e3 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":591,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-949","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/www.algmain.com\/index.php\/wp-json\/wp\/v2\/pages\/949"}],"collection":[{"href":"http:\/\/www.algmain.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/www.algmain.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/www.algmain.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.algmain.com\/index.php\/wp-json\/wp\/v2\/comments?post=949"}],"version-history":[{"count":33,"href":"http:\/\/www.algmain.com\/index.php\/wp-json\/wp\/v2\/pages\/949\/revisions"}],"predecessor-version":[{"id":1516,"href":"http:\/\/www.algmain.com\/index.php\/wp-json\/wp\/v2\/pages\/949\/revisions\/1516"}],"up":[{"embeddable":true,"href":"http:\/\/www.algmain.com\/index.php\/wp-json\/wp\/v2\/pages\/591"}],"wp:attachment":[{"href":"http:\/\/www.algmain.com\/index.php\/wp-json\/wp\/v2\/media?parent=949"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}