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/kap03_solver_architektur.svg

67 lines
6.8 KiB
XML
Raw Normal View History

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
<?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)
-->
<!-- Title: d05 Pages: 1 -->
<svg width="456pt" height="317pt"
viewBox="7.00 7.00 449.00 310.00" 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(11.2 305.51)">
<title>d05</title>
<!-- modell -->
<g id="node1" class="node">
<title>modell</title>
<path fill="#eef2ff" stroke="#4338ca" stroke-width="2" d="M346.17,-294.31C346.17,-294.31 87.75,-294.31 87.75,-294.31 81.75,-294.31 75.75,-288.31 75.75,-282.31 75.75,-282.31 75.75,-242.03 75.75,-242.03 75.75,-236.03 81.75,-230.03 87.75,-230.03 87.75,-230.03 346.17,-230.03 346.17,-230.03 352.17,-230.03 358.17,-236.03 358.17,-242.03 358.17,-242.03 358.17,-282.31 358.17,-282.31 358.17,-288.31 352.17,-294.31 346.17,-294.31"/>
<text xml:space="preserve" text-anchor="start" x="88.71" y="-274.32" font-family="DejaVu Sans" font-weight="bold" font-size="13.00" fill="#4338ca">PYTHON&#45;MODELLIERUNGSSCHICHT</text>
<text xml:space="preserve" text-anchor="start" x="88.71" y="-250.17" font-family="DejaVu Sans" font-size="10.00" fill="#1a1a2e">scipy.optimize.linprog · Google OR&#45;Tools</text>
<text xml:space="preserve" text-anchor="start" x="88.71" y="-240.17" font-family="DejaVu Sans" font-size="10.00" fill="#1a1a2e">CVXPY · Pyomo / PuLP</text>
</g>
<!-- engines -->
<g id="node2" class="node">
<title>engines</title>
<polygon fill="#0891b2" stroke="none" points="12.96,-130.14 12.96,-164.64 420.96,-164.64 420.96,-130.14 12.96,-130.14"/>
<polygon fill="none" stroke="#0891b2" points="12.96,-130.14 12.96,-164.64 420.96,-164.64 420.96,-130.14 12.96,-130.14"/>
<text xml:space="preserve" text-anchor="start" x="118.34" y="-144.29" font-family="DejaVu Sans" font-weight="bold" font-size="13.00" fill="#ffffff">SOLVER&#45;ENGINES (C / C++)</text>
<polygon fill="#ecfeff" stroke="none" points="12.96,-98.64 12.96,-130.14 161.46,-130.14 161.46,-98.64 12.96,-98.64"/>
<polygon fill="none" stroke="#0891b2" points="12.96,-98.64 12.96,-130.14 161.46,-130.14 161.46,-98.64 12.96,-98.64"/>
<text xml:space="preserve" text-anchor="start" x="47.46" y="-111.69" font-family="DejaVu Sans" font-weight="bold" font-size="11.00" fill="#0891b2">LP · MIP · QP</text>
<polygon fill="#ecfeff" stroke="none" points="161.46,-98.64 161.46,-130.14 292.71,-130.14 292.71,-98.64 161.46,-98.64"/>
<polygon fill="none" stroke="#0891b2" points="161.46,-98.64 161.46,-130.14 292.71,-130.14 292.71,-98.64 161.46,-98.64"/>
<text xml:space="preserve" text-anchor="start" x="177.21" y="-111.69" font-family="DejaVu Sans" font-weight="bold" font-size="11.00" fill="#0891b2">Constraint · SAT</text>
<polygon fill="#ecfeff" stroke="none" points="292.71,-98.64 292.71,-130.14 420.96,-130.14 420.96,-98.64 292.71,-98.64"/>
<polygon fill="none" stroke="#0891b2" points="292.71,-98.64 292.71,-130.14 420.96,-130.14 420.96,-98.64 292.71,-98.64"/>
<text xml:space="preserve" text-anchor="start" x="301.71" y="-111.69" font-family="DejaVu Sans" font-weight="bold" font-size="11.00" fill="#0891b2">Konvex · QP · NLP</text>
<polygon fill="#ffffff" stroke="none" points="12.96,-53.64 12.96,-98.64 161.46,-98.64 161.46,-53.64 12.96,-53.64"/>
<polygon fill="none" stroke="#0891b2" points="12.96,-53.64 12.96,-98.64 161.46,-98.64 161.46,-53.64 12.96,-53.64"/>
<text xml:space="preserve" text-anchor="start" x="21.96" y="-79.19" font-family="DejaVu Sans" font-size="11.00" fill="#1a1a2e">HiGHS</text>
<text xml:space="preserve" text-anchor="start" x="21.96" y="-65.69" font-family="DejaVu Sans" font-size="11.00" fill="#1a1a2e">(Open Source / Default)</text>
<polygon fill="#ffffff" stroke="none" points="161.46,-53.64 161.46,-98.64 292.71,-98.64 292.71,-53.64 161.46,-53.64"/>
<polygon fill="none" stroke="#0891b2" points="161.46,-53.64 161.46,-98.64 292.71,-98.64 292.71,-53.64 161.46,-53.64"/>
<text xml:space="preserve" text-anchor="start" x="170.46" y="-79.19" font-family="DejaVu Sans" font-size="11.00" fill="#1a1a2e">CP&#45;SAT</text>
<text xml:space="preserve" text-anchor="start" x="170.46" y="-65.69" font-family="DejaVu Sans" font-size="11.00" fill="#1a1a2e">(Kombinatorik / SAT)</text>
<polygon fill="#ffffff" stroke="none" points="292.71,-53.64 292.71,-98.64 420.96,-98.64 420.96,-53.64 292.71,-53.64"/>
<polygon fill="none" stroke="#0891b2" points="292.71,-53.64 292.71,-98.64 420.96,-98.64 420.96,-53.64 292.71,-53.64"/>
<text xml:space="preserve" text-anchor="start" x="312.96" y="-79.19" font-family="DejaVu Sans" font-size="11.00" fill="#1a1a2e">OSQP / Clarabel</text>
<text xml:space="preserve" text-anchor="start" x="318.59" y="-65.69" font-family="DejaVu Sans" font-size="11.00" fill="#1a1a2e">(Konvex / QP)</text>
<polygon fill="#ffffff" stroke="none" points="12.96,-8.64 12.96,-53.64 161.46,-53.64 161.46,-8.64 12.96,-8.64"/>
<polygon fill="none" stroke="#0891b2" points="12.96,-8.64 12.96,-53.64 161.46,-53.64 161.46,-8.64 12.96,-8.64"/>
<text xml:space="preserve" text-anchor="start" x="21.96" y="-34.19" font-family="DejaVu Sans" font-size="11.00" fill="#1a1a2e">Gurobi / CPLEX / Xpress</text>
<text xml:space="preserve" text-anchor="start" x="48.96" y="-20.69" font-family="DejaVu Sans" font-size="11.00" fill="#1a1a2e">(Kommerziell)</text>
<polygon fill="#ffffff" stroke="none" points="161.46,-8.64 161.46,-53.64 292.71,-53.64 292.71,-8.64 161.46,-8.64"/>
<polygon fill="none" stroke="#0891b2" points="161.46,-8.64 161.46,-53.64 292.71,-53.64 292.71,-8.64 161.46,-8.64"/>
<text xml:space="preserve" text-anchor="start" x="176.84" y="-34.19" font-family="DejaVu Sans" font-size="11.00" fill="#1a1a2e">SCIP / CBC / GLPK</text>
<text xml:space="preserve" text-anchor="start" x="176.84" y="-20.69" font-family="DejaVu Sans" font-size="11.00" fill="#1a1a2e">(OSS akademisch)</text>
<polygon fill="#ffffff" stroke="none" points="292.71,-8.64 292.71,-53.64 420.96,-53.64 420.96,-8.64 292.71,-8.64"/>
<polygon fill="none" stroke="#0891b2" points="292.71,-8.64 292.71,-53.64 420.96,-53.64 420.96,-8.64 292.71,-8.64"/>
<text xml:space="preserve" text-anchor="start" x="307.34" y="-34.19" font-family="DejaVu Sans" font-size="11.00" fill="#1a1a2e">IPOPT</text>
<text xml:space="preserve" text-anchor="start" x="307.34" y="-20.69" font-family="DejaVu Sans" font-size="11.00" fill="#1a1a2e">(NLP / nichtlinear)</text>
</g>
<!-- modell&#45;&gt;engines -->
<g id="edge1" class="edge">
<title>modell&#45;&gt;engines</title>
<path fill="none" stroke="#334155" stroke-width="2" d="M216.96,-229.34C216.96,-216.51 216.96,-200.95 216.96,-184.91"/>
<polygon fill="#334155" stroke="#334155" stroke-width="2" points="220.11,-185.2 216.96,-176.2 213.81,-185.2 220.11,-185.2"/>
<text xml:space="preserve" text-anchor="middle" x="282.96" y="-198.53" font-family="DejaVu Sans" font-size="10.00" fill="#334155"> &#160;C&#45;API / FFI / Matrix&#45;Export</text>
</g>
</g>
</svg>
Reference in a new issue Copy permalink