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Linear and Nonlinear Programming Essentials

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"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, duali...