Könyv A Practical Guide to Optimization in Engineering and Data Science Gilberto Reynoso Meza

A Practical Guide to Optimization in Engineering and Data Science

Nyelv: Angol
Kötés: Kemény kötésű
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
56 447 Ft
This book offers a hands-on and comprehensive guide to optimization techniques tailored for data sci...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2026
oldal
338
EAN
9783032046321
ISBN
3032046327
Enbook ID
49343167
Súly
613

Teljes leírás

This book offers a hands-on and comprehensive guide to optimization techniques tailored for data scientists and engineers, combining theoretical foundations with practical applications. It begins by demystifying core concepts and types of optimization, then explores their relevance across engineering and data science domains. Readers are introduced to essential mathematical tools, single- and multi-objective optimization methods, and a wide range of algorithms including gradient-based techniques, evolutionary strategies, and swarm intelligence. The book also lists real-world applications across industries and provides several Python-based examples, enabling readers to implement and experiment with optimization models in practice. With its structured approach and rich set of examples, this book serves as a valuable resource for professionals and researchers seeking to apply optimization effectively in their work.

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