Optimization A Bootcamp for Machine Learning, Inverse Problems, and Control
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- Englisch ausgewählt
Fr. 89.90
inkl. gesetzl. MwSt.,
Beschreibung
Produktdetails
Verkaufsrang
30913
Einband
Gebundene Ausgabe
Erscheinungsdatum
16.07.2026
Abbildungen
Worked examples or Exercises
Verlag
Cambridge AcademicSeitenzahl
512
Maße (L/B/H)
25.7/18.2/3.3 cm
Gewicht
1130 g
Farbe
Cool Grey / Ozeanblau
Sprache
Englisch
ISBN
978-1-00-975586-3
Optimization is a foundational topic in mathematics, underpinning nearly all of our modern industrial and technological world. Assuming only basic knowledge of linear algebra and calculus, this book provides a rapid, yet thorough, overview of applied mathematical optimization for advanced undergraduates, beginning graduate students, or practitioners in science and engineering. The text opens with an "Optimization Bootcamp", introducing methods at a beginning level, before progressing to deep-dives into advanced topics and research-ready methods. The focus throughout is on modern applications of machine learning, inverse problems, and control. Rich pedagogy includes Python code with simple working examples and advanced case studies. Every section is accompanied by YouTube lectures to encourage interaction with the material. Using intuitive explanations, this book makes the material as simple and interesting as possible, while still having the depth, breadth and precision required to empower use in research and real-world applications.
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