Practical Optimization Algorithms And Engineering Applications Texts In Computer Science(2nd Edition)

Book details

Book Price $62.48 : Practical Optimization: Algorithms and Engineering Applications, 2nd Edition by Andreas Antoniou and Wu-Sheng Lu serves as a comprehensive guide to optimization methodologies crucial in computer science and engineering fields. This textbook delves deep into a variety of optimization algorithms, covering both linear and nonlinear programming, with an emphasis on real-world engineering applications. The authors meticulously discuss algorithms like gradient descent, simplex method, and interior-point methods, all essential for solving complex optimization problems efficiently. The text stands out with its practical application examples, allowing practitioners and students alike to see the tangible benefits of these methodologies. Furthermore, the book provides a solution manual, offering detailed problem solutions that act as an invaluable aid for both self-learners and university-level instructors. An enhanced answer key supported by comprehensive explanations helps bridge the gap between theoretical understanding and practical implementation. The inclusion of a well-structured table of content ensures readers can efficiently navigate through the various optimization topics. The book has been well-received in academic circles for its logical structure, thoroughness, and clarity, making it an indispensable resource for anyone engaged in fields that require optimization solutions, such as network design, signal processing, and systems engineering. The text integrates theory with practice, providing a deep dive into the mathematical foundations underpinning the algorithms. Key areas such as linear programming, heuristics, and dynamic programming are explored in detail, with Python and MATLAB examples facilitating better comprehension and application for students and professionals alike. This cheap manual simplifies complex coursework, enabling learners to achieve academic success without breaking the bank. See more