Soroush Saghafian

Insight-Driven Problem Solving

• Gebundenes Buch

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 336
• Erscheinungstermin: 29. September 2025
• Englisch
• Abmessung: 235mm x 157mm x 23mm
• Gewicht: 638g
• ISBN-13: 9781009379144
• ISBN-10: 1009379143
• Artikelnr.: 73932953

Autorenporträt

Soroush Saghafian is a professor at Harvard University. He is the founder and director of the Public Impact Analytics Science Lab (PIAS-Lab) at Harvard, which is devoted to advancing and applying the science of analytics for solving societal problems that can have public impact. His teaching at Harvard focuses on machine learning and big data analytics tools for solving societal problems. His research has appeared numerous times in the media, and he has received various notable awards for his work.

Inhaltsangabe

Introduction
1. The big picture of analytics science
2. Artificial intelligence and machine learning
3. Queueing theory and resource allocation
4. Game theory and mechanism design
5. Linear and nonlinear mathematical programming
6. Dynamic programming and sequential decision-making
7. Data analysis
8. Graph theory, combinatorial optimization, and supply chains
Acknowledgments
Notes
References
Index.