4 lines
138 KiB
XML
4 lines
138 KiB
XML
<?xml version="1.0" encoding="UTF-8"?>
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<!-- Do not edit this file with editors other than draw.io -->
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<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN" "http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
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<svg xmlns="http://www.w3.org/2000/svg" style="background: transparent; background-color: transparent; color-scheme: light dark;" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="321px" height="469px" viewBox="0 0 321 469" content="<mxfile host="Electron" agent="Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) draw.io/29.3.0 Chrome/140.0.7339.249 Electron/38.7.2 Safari/537.36" version="29.3.0" scale="1" border="0"> <diagram name="Page-1" id="gBvBSFiYuIUida9sYCR4"> <mxGraphModel dx="1368" dy="850" grid="1" gridSize="10" guides="1" tooltips="1" connect="1" arrows="1" fold="1" page="1" pageScale="1" pageWidth="1169" pageHeight="827" math="1" shadow="0"> <root> <mxCell id="0" /> <mxCell id="1" parent="0" /> <mxCell id="2" parent="1" style="rounded=1;fillColor=none;labelPosition=center;verticalLabelPosition=middle;align=left;verticalAlign=bottom;whiteSpace=wrap;html=1;fontFamily=Georgia;fontSize=24;spacingLeft=20;spacing=11;spacingBottom=-30;" value="&lt;div&gt;&lt;span style=&quot;text-align: center; background-color: transparent; color: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));&quot;&gt;$$j=1,...,J$$&lt;/span&gt;&lt;/div&gt;" vertex="1"> <mxGeometry height="350" width="320" x="260" y="200" as="geometry" /> </mxCell> <mxCell id="3" edge="1" parent="1" source="9" style="rounded=0;orthogonalLoop=1;jettySize=auto;html=1;entryX=0;entryY=0;entryDx=0;entryDy=0;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" target="5"> <mxGeometry relative="1" as="geometry" /> </mxCell> <mxCell id="4" edge="1" parent="1" source="5" style="edgeStyle=orthogonalEdgeStyle;rounded=0;orthogonalLoop=1;jettySize=auto;html=1;entryX=0.5;entryY=0;entryDx=0;entryDy=0;" target="7"> <mxGeometry relative="1" as="geometry" /> </mxCell> <mxCell id="5" parent="1" style="ellipse;whiteSpace=wrap;html=1;aspect=fixed;fontSize=24;fontFamily=Georgia;" value="$$\ln \lambda_j$$" vertex="1"> <mxGeometry height="80" width="80" x="380" y="220" as="geometry" /> </mxCell> <mxCell id="6" parent="1" style="rounded=1;fillColor=none;labelPosition=center;verticalLabelPosition=middle;align=left;verticalAlign=bottom;whiteSpace=wrap;html=1;fontFamily=Georgia;fontSize=24;spacingLeft=0;spacing=11;spacingBottom=-30;" value="&lt;div&gt;&lt;br&gt;&lt;/div&gt;&lt;div&gt;&lt;br&gt;&lt;/div&gt;&lt;div&gt;&lt;br&gt;&lt;/div&gt;&lt;div&gt;&lt;br&gt;&lt;/div&gt;$$i=1,...,n_j$$" vertex="1"> <mxGeometry height="150" width="240" x="300" y="340" as="geometry" /> </mxCell> <mxCell id="7" parent="1" style="ellipse;whiteSpace=wrap;html=1;aspect=fixed;fontSize=24;fontFamily=Georgia;fillColor=#CCCCCC;fontColor=#333333;strokeColor=#666666;" value="$$y_{ij}$$" vertex="1"> <mxGeometry height="80" width="80" x="380" y="360" as="geometry" /> </mxCell> <mxCell id="8" edge="1" parent="1" source="10" style="rounded=0;orthogonalLoop=1;jettySize=auto;html=1;entryX=1;entryY=0;entryDx=0;entryDy=0;exitX=0.5;exitY=1;exitDx=0;exitDy=0;" target="5"> <mxGeometry relative="1" as="geometry"> <mxPoint x="360" y="185" as="sourcePoint" /> <mxPoint x="392" y="242" as="targetPoint" /> </mxGeometry> </mxCell> <mxCell id="9" parent="1" style="ellipse;whiteSpace=wrap;html=1;aspect=fixed;fontSize=24;fontFamily=Georgia;" value="$$\mu_0$$" vertex="1"> <mxGeometry height="80" width="80" x="320" y="100" as="geometry" /> </mxCell> <mxCell id="10" parent="1" style="ellipse;whiteSpace=wrap;html=1;aspect=fixed;fontSize=24;fontFamily=Georgia;" value="$$\sigma_0$$" vertex="1"> <mxGeometry height="80" width="80" x="440" y="100" as="geometry" /> </mxCell> </root> </mxGraphModel> </diagram> </mxfile> "><defs><style xmlns="http://www.w3.org/1999/xhtml" id="MJX-SVG-styles">
mjx-container[overflow="scroll"][display] {
 overflow: auto clip;
 min-width: initial !important;
}

mjx-container[overflow="truncate"][display] {
 overflow: hidden clip;
 min-width: initial !important;
}

mjx-container[display] {
 display: block;
 text-align: center;
 justify-content: center;
 margin: .7em 0;
 padding: .3em 2px;
}

mjx-container[display][width="full"] {
 display: flex;
}

mjx-container[justify="left"] {
 text-align: left;
 justify-content: left;
}

mjx-container[justify="right"] {
 text-align: right;
 justify-content: right;
}

mjx-container[jax="SVG"] {
 direction: ltr;
 white-space: nowrap;
}

mjx-container[jax="SVG"] > svg {
 overflow: visible;
 min-height: 1px;
 min-width: 1px;
}

mjx-container[jax="SVG"] > svg a {
 fill: blue;
 stroke: blue;
}

rect[data-sre-highlighter-added]:has(+ .mjx-selected), rect[data-sre-highlighter-bbox].mjx-selected {
 stroke: black;
 stroke-width: 80px;
}

@media (prefers-color-scheme: dark) {
 rect[data-sre-highlighter-added]:has(+ .mjx-selected), rect[data-sre-highlighter-bbox].mjx-selected {
 stroke: #C8C8C8;
 }
}

mjx-container[jax="SVG"] mjx-break {
 white-space: normal;
 line-height: 0;
 clip-path: rect(0 0 0 0);
 font-family: MJX-ZERO ! important;
}

mjx-break[size="0"] {
 letter-spacing: -0.999em;
}

mjx-break[size="1"] {
 letter-spacing: -0.889em;
}

mjx-break[size="2"] {
 letter-spacing: -0.833em;
}

mjx-break[size="3"] {
 letter-spacing: -0.778em;
}

mjx-break[size="4"] {
 letter-spacing: -0.722em;
}

mjx-break[size="5"] {
 letter-spacing: -0.667em;
}

mjx-container[jax="SVG"] mjx-break[newline]::before {
 white-space: pre;
 content: "\A";
}

mjx-break[newline] + svg[width="0.054ex"] {
 margin-right: -1px;
}

mjx-break[prebreak] {
 letter-spacing: -.999em;
}

@font-face /* zero */ {
 font-family: MJX-ZERO;
 src: url(data:application/x-font-woff;charset=utf-8;base64,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) format("woff");
}

g[data-mml-node="merror"] > g {
 fill: red;
 stroke: red;
}

g[data-mml-node="merror"] > rect[data-background] {
 fill: yellow;
 stroke: none;
}

g[data-mml-node="mtable"] > line[data-line], svg[data-table] > g > line[data-line] {
 stroke-width: 70px;
 fill: none;
}

g[data-mml-node="mtable"] > rect[data-frame], svg[data-table] > g > rect[data-frame] {
 stroke-width: 70px;
 fill: none;
}

g[data-mml-node="mtable"] > .mjx-dashed, svg[data-table] > g > .mjx-dashed {
 stroke-dasharray: 140;
}

g[data-mml-node="mtable"] > .mjx-dotted, svg[data-table] > g > .mjx-dotted {
 stroke-linecap: round;
 stroke-dasharray: 0,140;
}

g[data-mml-node="mtable"] > g > svg {
 overflow: visible;
}

[jax="SVG"] mjx-tool {
 display: inline-block;
 position: relative;
 width: 0;
 height: 0;
}

[jax="SVG"] mjx-tool > mjx-tip {
 position: absolute;
 top: 0;
 left: 0;
}

mjx-tool > mjx-tip {
 display: inline-block;
 line-height: 0;
 padding: .2em;
 border: 1px solid #888;
 background-color: #F8F8F8;
 color: black;
 box-shadow: 2px 2px 5px #AAAAAA;
}

g[data-mml-node="maction"][data-toggle] {
 cursor: pointer;
}

mjx-status {
 display: block;
 position: fixed;
 left: 1em;
 bottom: 1em;
 min-width: 25%;
 padding: .2em .4em;
 border: 1px solid #888;
 font-size: 90%;
 background-color: #F8F8F8;
 color: black;
}

g[data-mjx-collapsed] {
 fill: #55F;
}

@media (prefers-color-scheme: dark) /* svg maction */ {
 mjx-tool > mjx-tip {
 background-color: #303030;
 color: #E0E0E0;
 box-shadow: 2px 2px 5px #000;
 }
 mjx-status {
 background-color: #303030;
 color: #E0E0E0;
 }
 g[data-mjx-collapsed] {
 fill: #88F;
 }
}

foreignObject[data-mjx-xml] {
 font-family: initial;
 line-height: normal;
 overflow: visible;
}

foreignObject[data-mjx-html] {
 overflow: visible;
}

mjx-measure-xml {
 position: absolute;
 left: 0;
 top: 0;
 display: inline-block;
 line-height: normal;
 white-space: normal;
}

mjx-html {
 display: inline-block;
 line-height: normal;
 text-align: initial;
 white-space: initial;
}

mjx-html-holder {
 display: block;
 position: absolute;
 top: 0;
 left: 0;
 bottom: 0;
 right: 0;
}

mjx-container[jax="SVG"] path[data-c], mjx-container[jax="SVG"] use[data-c] {
 stroke-width: 3;
}
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style="text-align: center; background-color: transparent; color: light-dark(rgb(0, 0, 0), rgb(255, 255, 255));"><mjx-container class="MathJax" jax="SVG" overflow="overflow" display="true"><svg xmlns="http://www.w3.org/2000/svg" width="10.412ex" height="2.007ex" role="img" focusable="false" viewBox="0 -683 4601.9 887" xmlns:xlink="http://www.w3.org/1999/xlink" style="vertical-align: -0.462ex;"><defs><path id="MJX-7-TEX-I-1D457" d="M297 596C299 572 317 557 340 557C376 557 403 587 403 623C401 645 384 661 361 661C326 661 297 631 297 596M288 376C289 372 289 369 289 365C289 335 182-73 182-74C166-116 126-168 77-168C72-168 68-168 63-167C80-157 95-139 95-112C95-86 78-71 53-71C21-71-12-99-12-137C-12-183 26-204 75-204C96-204 103-203 124-198C187-181 243-132 264-75C266-69 289 20 318 133L367 332L367 348C367 396 346 414 316 432C302 438 290 441 272 442C264 442 255 441 252 441C229 438 204 426 183 409C153 385 124 344 105 299C99 285 101 284 107 278L121 278C142 278 137 278 144 292C167 348 203 389 239 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