dschlueter/operations_research
Watch
1
0
Fork
You've already forked operations_research
 0
Code Issues Pull requests Projects Releases Packages Wiki Activity
operations_research/bilder_04/teil2_solverwahl.svg
dschlueter b7af2f1d9a Version 04 als eigenes Repository 
Erster Commit des Strangs "Optimierte Entscheidungsfindung mit Python"
(Version 04). Die Historie der 71 Commits bis zur Trennung bleibt im
uebergeordneten Repository OR_mit_Python liegen, das ab jetzt nur noch
Version_03 (eingefroren) verwaltet und Version_04/ ignoriert.

Bewusst kein "git subtree split": Der Pfad Version_04/ existiert erst seit
der Verzeichnistrennung, ein Split braechte daher nur 7 der 41 einschlaegigen
Commits - eine Teilhistorie, die vollstaendig aussieht und es nicht ist.

Stand: 5 Teile, 23 Kapitel, 5 Anhaenge, 292 Abschnitte, 703 Querverweise,
325 Indexmarken, 73 Beispielprogramme, 32 SVGs, 4 Plotly-Figuren,
25 Notebooks, PDF mit 715 Seiten.

Zusaetzlich in diesem Commit:

* pyproject.toml mit Abhaengigkeitsgruppen finance, large-scale, api,
  figures, dev, empfehlungen. Die abgedruckte requirements.txt bleibt
  unveraendert daneben bestehen. ortools steht in der Grundausstattung,
  highspy erst in [large-scale] - so kann der HiGHS-Symbolkonflikt bei der
  schlanken Installation gar nicht erst auftreten.

* Dabei zwei Funde: graphviz wird von erzeuge_architektur_diagramme.py
  importiert, fehlt aber in requirements.txt (jetzt in [figures]); pymoo
  steht in requirements.txt, wird aber von keinem Programm importiert,
  sondern nur im Kapitel Metaheuristiken empfohlen (jetzt in
  [empfehlungen]).

* NEUER_TITEL.md nach Kritik_und_Verbesserungsvorschlaege/ verschoben - es
  ist die Vorlage des Titelblatts, kein Bestandteil des Werks. Die beiden
  Fundstellen in PROGRESS.md und erzeuge_titelseite.py nachgezogen.

* PROGRESS.md nannte noch den Untertitel der ersten Fassung; auf den
  tatsaechlichen aus erzeuge_titelseite.py korrigiert.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-09-08 01:20:09 +02:00

163 lines
12 KiB
XML
Raw Blame History

<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE svg PUBLIC "-//W3C//DTD SVG 1.1//EN"
"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd">
<!-- Generated by graphviz version 14.1.2 (20260126.1125)
-->
<!-- Pages: 1 -->
<svg width="740pt" height="532pt"
viewBox="0.00 0.00 740.00 532.00" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
<g id="graph0" class="graph" transform="scale(1 1) rotate(0) translate(4 527.75)">
<text xml:space="preserve" text-anchor="middle" x="365.89" y="-507.4" font-family="DejaVu Sans" font-size="13.00">Welches Werkzeug passt zu meinem Problem? (Teil II)</text>
<!-- f1 -->
<g id="node1" class="node">
<title>f1</title>
<polygon fill="#eef2ff" stroke="#4338ca" stroke-width="1.6" points="538.52,-499.25 434,-470.87 538.52,-442.49 643.04,-470.87 538.52,-499.25"/>
<text xml:space="preserve" text-anchor="middle" x="538.52" y="-474.12" font-family="DejaVu Sans" font-size="10.00">Fahrzeuge, Depots,</text>
<text xml:space="preserve" text-anchor="middle" x="538.52" y="-461.37" font-family="DejaVu Sans" font-size="10.00">Zeitfenster?</text>
</g>
<!-- f2 -->
<g id="node2" class="node">
<title>f2</title>
<polygon fill="#eef2ff" stroke="#4338ca" stroke-width="1.6" points="422.52,-399.24 270.75,-370.86 422.52,-342.48 574.29,-370.86 422.52,-399.24"/>
<text xml:space="preserve" text-anchor="middle" x="422.52" y="-374.11" font-family="DejaVu Sans" font-size="10.00">Ja/Nein&#45;Entscheidungen,</text>
<text xml:space="preserve" text-anchor="middle" x="422.52" y="-361.36" font-family="DejaVu Sans" font-size="10.00">Zuordnungen, Reihenfolgen?</text>
</g>
<!-- f1&#45;&gt;f2 -->
<g id="edge2" class="edge">
<title>f1&#45;&gt;f2</title>
<path fill="none" stroke="#5c6380" d="M513.35,-448.6C497.2,-434.96 475.99,-417.04 458.13,-401.95"/>
<polygon fill="#5c6380" stroke="#5c6380" points="460.72,-399.55 450.82,-395.77 456.2,-404.9 460.72,-399.55"/>
<text xml:space="preserve" text-anchor="middle" x="493.75" y="-417.94" font-family="DejaVu Sans" font-size="9.00">nein</text>
</g>
<!-- routing -->
<g id="node6" class="node">
<title>routing</title>
<path fill="#fffbeb" stroke="#b45309" stroke-width="2" d="M696.16,-390.09C696.16,-390.09 610.88,-390.09 610.88,-390.09 604.88,-390.09 598.88,-384.09 598.88,-378.09 598.88,-378.09 598.88,-363.63 598.88,-363.63 598.88,-357.63 604.88,-351.63 610.88,-351.63 610.88,-351.63 696.16,-351.63 696.16,-351.63 702.16,-351.63 708.16,-357.63 708.16,-363.63 708.16,-363.63 708.16,-378.09 708.16,-378.09 708.16,-384.09 702.16,-390.09 696.16,-390.09"/>
<text xml:space="preserve" text-anchor="middle" x="653.52" y="-374.11" font-family="DejaVu Sans" font-size="10.00">OR&#45;Tools Routing</text>
<text xml:space="preserve" text-anchor="middle" x="653.52" y="-361.36" font-family="DejaVu Sans" font-size="10.00">(Kapitel Graphen)</text>
</g>
<!-- f1&#45;&gt;routing -->
<g id="edge1" class="edge">
<title>f1&#45;&gt;routing</title>
<path fill="none" stroke="#5c6380" d="M563.47,-448.6C580.84,-433.8 604.13,-413.96 622.66,-398.16"/>
<polygon fill="#5c6380" stroke="#5c6380" points="624.84,-400.9 630.18,-391.75 620.3,-395.57 624.84,-400.9"/>
<text xml:space="preserve" text-anchor="middle" x="603.22" y="-417.94" font-family="DejaVu Sans" font-size="9.00">ja</text>
</g>
<!-- f3 -->
<g id="node3" class="node">
<title>f3</title>
<polygon fill="#eef2ff" stroke="#4338ca" stroke-width="1.6" points="264.52,-286.48 122.5,-258.1 264.52,-229.72 406.54,-258.1 264.52,-286.48"/>
<text xml:space="preserve" text-anchor="middle" x="264.52" y="-261.35" font-family="DejaVu Sans" font-size="10.00">Zielfunktion und alle</text>
<text xml:space="preserve" text-anchor="middle" x="264.52" y="-248.6" font-family="DejaVu Sans" font-size="10.00">Nebenbedingungen linear?</text>
</g>
<!-- f2&#45;&gt;f3 -->
<g id="edge4" class="edge">
<title>f2&#45;&gt;f3</title>
<path fill="none" stroke="#5c6380" d="M390.93,-347.71C366.19,-330.38 331.63,-306.14 304.89,-287.4"/>
<polygon fill="#5c6380" stroke="#5c6380" points="307.23,-284.76 297.03,-281.89 303.21,-290.5 307.23,-284.76"/>
<text xml:space="preserve" text-anchor="middle" x="367.42" y="-317.93" font-family="DejaVu Sans" font-size="9.00">nein</text>
</g>
<!-- f4 -->
<g id="node4" class="node">
<title>f4</title>
<polygon fill="#eef2ff" stroke="#4338ca" stroke-width="1.6" points="581.52,-299.23 431.25,-258.1 581.52,-216.97 731.79,-258.1 581.52,-299.23"/>
<text xml:space="preserve" text-anchor="middle" x="581.52" y="-267.73" font-family="DejaVu Sans" font-size="10.00">Logische Regeln</text>
<text xml:space="preserve" text-anchor="middle" x="581.52" y="-254.98" font-family="DejaVu Sans" font-size="10.00">(wenn&#45;dann, entweder&#45;oder)</text>
<text xml:space="preserve" text-anchor="middle" x="581.52" y="-242.23" font-family="DejaVu Sans" font-size="10.00">oder Zeitplanung?</text>
</g>
<!-- f2&#45;&gt;f4 -->
<g id="edge3" class="edge">
<title>f2&#45;&gt;f4</title>
<path fill="none" stroke="#5c6380" d="M454.31,-347.71C476.01,-332.6 505.23,-312.24 530.19,-294.85"/>
<polygon fill="#5c6380" stroke="#5c6380" points="532.08,-297.8 538.29,-289.22 528.08,-292.06 532.08,-297.8"/>
<text xml:space="preserve" text-anchor="middle" x="501" y="-317.93" font-family="DejaVu Sans" font-size="9.00">ja</text>
</g>
<!-- f5 -->
<g id="node5" class="node">
<title>f5</title>
<polygon fill="#eef2ff" stroke="#4338ca" stroke-width="1.6" points="134.52,-151.22 0,-122.84 134.52,-94.46 269.04,-122.84 134.52,-151.22"/>
<text xml:space="preserve" text-anchor="middle" x="134.52" y="-126.09" font-family="DejaVu Sans" font-size="10.00">Nur Fluss oder</text>
<text xml:space="preserve" text-anchor="middle" x="134.52" y="-113.34" font-family="DejaVu Sans" font-size="10.00">Zuordnung im Netzwerk?</text>
</g>
<!-- f3&#45;&gt;f5 -->
<g id="edge7" class="edge">
<title>f3&#45;&gt;f5</title>
<path fill="none" stroke="#5c6380" d="M241.58,-233.58C220.32,-211.79 188.55,-179.22 165.14,-155.22"/>
<polygon fill="#5c6380" stroke="#5c6380" points="167.78,-152.92 158.29,-148.21 162.77,-157.81 167.78,-152.92"/>
<text xml:space="preserve" text-anchor="middle" x="211.05" y="-181.17" font-family="DejaVu Sans" font-size="9.00">ja</text>
</g>
<!-- teil3 -->
<g id="node11" class="node">
<title>teil3</title>
<path fill="#fffbeb" stroke="#b45309" stroke-width="2" d="M379.16,-140.84C379.16,-140.84 305.88,-140.84 305.88,-140.84 299.88,-140.84 293.88,-134.84 293.88,-128.84 293.88,-128.84 293.88,-116.84 293.88,-116.84 293.88,-110.84 299.88,-104.84 305.88,-104.84 305.88,-104.84 379.16,-104.84 379.16,-104.84 385.16,-104.84 391.16,-110.84 391.16,-116.84 391.16,-116.84 391.16,-128.84 391.16,-128.84 391.16,-134.84 385.16,-140.84 379.16,-140.84"/>
<text xml:space="preserve" text-anchor="middle" x="342.52" y="-119.72" font-family="DejaVu Sans" font-size="10.00">weiter in Teil III</text>
</g>
<!-- f3&#45;&gt;teil3 -->
<g id="edge8" class="edge">
<title>f3&#45;&gt;teil3</title>
<path fill="none" stroke="#5c6380" d="M279.19,-232.03C292.65,-209.05 312.53,-175.07 326.42,-151.35"/>
<polygon fill="#5c6380" stroke="#5c6380" points="329.36,-153.26 331.39,-142.86 323.31,-149.72 329.36,-153.26"/>
<text xml:space="preserve" text-anchor="middle" x="324.81" y="-181.17" font-family="DejaVu Sans" font-size="9.00">nein</text>
</g>
<!-- cpsat -->
<g id="node7" class="node">
<title>cpsat</title>
<path fill="#f5f3ff" stroke="#7c3aed" stroke-width="2" d="M532.16,-142.07C532.16,-142.07 452.88,-142.07 452.88,-142.07 446.88,-142.07 440.88,-136.07 440.88,-130.07 440.88,-130.07 440.88,-115.61 440.88,-115.61 440.88,-109.61 446.88,-103.61 452.88,-103.61 452.88,-103.61 532.16,-103.61 532.16,-103.61 538.16,-103.61 544.16,-109.61 544.16,-115.61 544.16,-115.61 544.16,-130.07 544.16,-130.07 544.16,-136.07 538.16,-142.07 532.16,-142.07"/>
<text xml:space="preserve" text-anchor="middle" x="492.52" y="-126.09" font-family="DejaVu Sans" font-size="10.00">CP&#45;SAT</text>
<text xml:space="preserve" text-anchor="middle" x="492.52" y="-113.34" font-family="DejaVu Sans" font-size="10.00">(Kapitel CP&#45;SAT)</text>
</g>
<!-- f4&#45;&gt;cpsat -->
<g id="edge5" class="edge">
<title>f4&#45;&gt;cpsat</title>
<path fill="none" stroke="#5c6380" d="M558.6,-222.78C543.99,-200.91 525.3,-172.91 511.52,-152.29"/>
<polygon fill="#5c6380" stroke="#5c6380" points="514.5,-150.44 506.03,-144.07 508.67,-154.33 514.5,-150.44"/>
<text xml:space="preserve" text-anchor="middle" x="546.1" y="-181.17" font-family="DejaVu Sans" font-size="9.00">ja</text>
</g>
<!-- milp -->
<g id="node8" class="node">
<title>milp</title>
<path fill="#ecfeff" stroke="#0891b2" stroke-width="2" d="M685.54,-142.07C685.54,-142.07 581.5,-142.07 581.5,-142.07 575.5,-142.07 569.5,-136.07 569.5,-130.07 569.5,-130.07 569.5,-115.61 569.5,-115.61 569.5,-109.61 575.5,-103.61 581.5,-103.61 581.5,-103.61 685.54,-103.61 685.54,-103.61 691.54,-103.61 697.54,-109.61 697.54,-115.61 697.54,-115.61 697.54,-130.07 697.54,-130.07 697.54,-136.07 691.54,-142.07 685.54,-142.07"/>
<text xml:space="preserve" text-anchor="middle" x="633.52" y="-126.09" font-family="DejaVu Sans" font-size="10.00">MILP: HiGHS / CP&#45;SAT</text>
<text xml:space="preserve" text-anchor="middle" x="633.52" y="-113.34" font-family="DejaVu Sans" font-size="10.00">(Kapitel MILP)</text>
</g>
<!-- f4&#45;&gt;milp -->
<g id="edge6" class="edge">
<title>f4&#45;&gt;milp</title>
<path fill="none" stroke="#5c6380" d="M595.87,-220.33C604.1,-199.24 614.29,-173.11 622,-153.37"/>
<polygon fill="#5c6380" stroke="#5c6380" points="625.18,-154.85 625.55,-144.26 618.66,-152.3 625.18,-154.85"/>
<text xml:space="preserve" text-anchor="middle" x="642.97" y="-192.42" font-family="DejaVu Sans" font-size="9.00">nein</text>
<text xml:space="preserve" text-anchor="middle" x="642.97" y="-181.17" font-family="DejaVu Sans" font-size="9.00">(Fixkosten,</text>
<text xml:space="preserve" text-anchor="middle" x="642.97" y="-169.92" font-family="DejaVu Sans" font-size="9.00">Kardinalität)</text>
</g>
<!-- netz -->
<g id="node9" class="node">
<title>netz</title>
<path fill="#ecfdf5" stroke="#059669" stroke-width="2" d="M116.29,-51.21C116.29,-51.21 16.75,-51.21 16.75,-51.21 10.75,-51.21 4.75,-45.21 4.75,-39.21 4.75,-39.21 4.75,-12 4.75,-12 4.75,-6 10.75,0 16.75,0 16.75,0 116.29,0 116.29,0 122.29,0 128.29,-6 128.29,-12 128.29,-12 128.29,-39.21 128.29,-39.21 128.29,-45.21 122.29,-51.21 116.29,-51.21"/>
<text xml:space="preserve" text-anchor="middle" x="66.52" y="-35.23" font-family="DejaVu Sans" font-size="10.00">Spezialalgorithmus:</text>
<text xml:space="preserve" text-anchor="middle" x="66.52" y="-22.48" font-family="DejaVu Sans" font-size="10.00">Min&#45;Cost&#45;Flow,</text>
<text xml:space="preserve" text-anchor="middle" x="66.52" y="-9.73" font-family="DejaVu Sans" font-size="10.00">Ungarische Methode</text>
</g>
<!-- f5&#45;&gt;netz -->
<g id="edge9" class="edge">
<title>f5&#45;&gt;netz</title>
<path fill="none" stroke="#5c6380" d="M117.36,-97.81C109.4,-86.66 99.78,-73.19 91.07,-60.99"/>
<polygon fill="#5c6380" stroke="#5c6380" points="94.16,-59.3 85.51,-53.19 88.47,-63.37 94.16,-59.3"/>
<text xml:space="preserve" text-anchor="middle" x="106.31" y="-69.91" font-family="DejaVu Sans" font-size="9.00">ja</text>
</g>
<!-- lp -->
<g id="node10" class="node">
<title>lp</title>
<path fill="#eef2ff" stroke="#4338ca" stroke-width="2" d="M242.04,-51.21C242.04,-51.21 165,-51.21 165,-51.21 159,-51.21 153,-45.21 153,-39.21 153,-39.21 153,-12 153,-12 153,-6 159,0 165,0 165,0 242.04,0 242.04,0 248.04,0 254.04,-6 254.04,-12 254.04,-12 254.04,-39.21 254.04,-39.21 254.04,-45.21 248.04,-51.21 242.04,-51.21"/>
<text xml:space="preserve" text-anchor="middle" x="203.52" y="-35.23" font-family="DejaVu Sans" font-size="10.00">LP: scipy.linprog</text>
<text xml:space="preserve" text-anchor="middle" x="203.52" y="-22.48" font-family="DejaVu Sans" font-size="10.00">oder highspy</text>
<text xml:space="preserve" text-anchor="middle" x="203.52" y="-9.73" font-family="DejaVu Sans" font-size="10.00">(Kapitel LP)</text>
</g>
<!-- f5&#45;&gt;lp -->
<g id="edge10" class="edge">
<title>f5&#45;&gt;lp</title>
<path fill="none" stroke="#5c6380" d="M151.93,-97.81C160.01,-86.66 169.77,-73.19 178.61,-60.99"/>
<polygon fill="#5c6380" stroke="#5c6380" points="181.23,-63.34 184.26,-53.19 175.56,-59.23 181.23,-63.34"/>
<text xml:space="preserve" text-anchor="middle" x="182.9" y="-69.91" font-family="DejaVu Sans" font-size="9.00">nein</text>
</g>
</g>
</svg>
Reference in a new issue View git blame Copy permalink