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Linear and Nonlinear Programming Essentials
MGA 191304
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Linear and Nonlinear Programming Essentials offers a comprehensive and engaging journey into the world of optimization.
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Product Details
- Linear and Nonlinear Programming Essentials is a comprehensive textbook crafted for undergraduate students, providing an in-depth exploration of optimization theory and practice. Designed to be both accessible and rigorous, this book is an essential resource for students in mathematics, computer science, engineering, economics, and related fields.We begin with an introduction to linear programming, covering fundamental concepts such as linear programming models, the simplex method, duality theory, and sensitivity analysis. Building upon this foundation, we delve into nonlinear programming, exploring convex optimization, gradient-based methods, and algorithms for solving nonlinear optimization problems.Our emphasis on bridging theory with practice is a distinguishing feature. Real-world examples and case studies from fields like logistics, finance, and machine learning illustrate the practical relevance of optimization techniques, providing tangible insights into their applications.With clear explanations, illustrative examples, and engaging exercises, we make the content suitable for students at all levels of expertise. Whether you're encountering optimization for the first time or seeking to deepen your understanding of advanced techniques, Linear and Nonlinear Programming Essentials offers a comprehensive and engaging journey into the world of optimization. This book equips you with the tools to tackle optimization problems confidently and proficiently.
| Publisher | Educohack Press |
| Publication date | February 20, 2025 |
| Edition | PublishDrive |
| Language | English |
| File size | 3.0 MB |
| Screen Reader | Supported |
| Enhanced typesetting | Enabled |
| X-Ray | Not Enabled |
| Word Wise | Not Enabled |
| Print length | 316 pages |
| ISBN-13 | 978-9361527975 |
| Page Flip | Enabled |
| Item Weight | 3 lbs (1.36 kg) |
Product Description
Linear and Nonlinear Programming Essentials
Customer Questions & Answers
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Who is this book intended for?
Answer: It's designed for undergraduate students in mathematics, computer science, engineering, economics, and related fields. -
Question:
What topics does the book cover?
Answer: It covers linear programming, the simplex method, duality theory, sensitivity analysis, as well as nonlinear programming and convex optimization. -
Question:
How does the book integrate theory with practical applications?
Answer: The book features real-world examples and case studies to illustrate the practical relevance of optimization techniques.
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MGA 191304
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Features & Benefits
- Comprehensive textbook for undergraduate students in optimization theory and practice.
- Covers both linear and nonlinear programming with practical applications.
- Accessible yet rigorous, suitable for all levels of expertise.
- Includes real-world examples and case studies from various fields.
- Emphasizes bridging theory with practice using clear explanations.
- Equips students with the tools to tackle optimization problems confidently.
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