Optimization in Practice with MATLAB: For Engineering Students and Professionals

Description: Optimization in Practice with MATLAB by Achille Messac This textbook is designed for undergraduate and graduate students and practitioners interested in learning optimization. The presentation is enriched with a robust set of real-world examples and practical exercises. Using MATLAB® software is encouraged throughout. The instructor is supported by a complete solutions manual and PowerPoint slides with animations. FORMAT Hardcover LANGUAGE English CONDITION Brand New Publisher Description Optimization in Practice with MATLAB® provides a unique approach to optimization education. It is accessible to both junior and senior undergraduate and graduate students, as well as industry practitioners. It provides a strongly practical perspective that allows the student to be ready to use optimization in the workplace. It covers traditional materials, as well as important topics previously unavailable in optimization books (e.g. numerical essentials - for successful optimization). Written with both the reader and the instructor in mind, Optimization in Practice with MATLAB® provides practical applications of real-world problems using MATLAB®, with a suite of practical examples and exercises that help the students link the theoretical, the analytical, and the computational in each chapter. Additionally, supporting MATLAB® m-files are available for download via c. Lastly, adopting instructors will receive a comprehensive solution manual with solution codes along with lectures in PowerPoint with animations for each chapter, and the texts unique flexibility enables instructors to structure one- or two-semester courses. Author Biography Dr Achille Messac received his B.S., M.S., and Ph.D. from MIT in Aerospace Engineering. Dr Messac is a Fellow of the American Institute of Aeronautics and Astronautics (AIAA) and the American Society of Mechanical Engineers. He has authored or co-authored over 70 journal and 130 conference articles, chaired several international conferences, delivered several keynote addresses, and received the prestigious AIAA Multidisciplinary Design Optimization Award. He has taught or advised undergraduate and graduate students in the areas of design and optimization for over three decades at Rensselaer Polytechnic Institute, MIT, Syracuse University, Mississippi State and Northeastern University. Table of Contents Part I. Helpful Preliminaries: 1. MATLAB® as a computational tool; 2. Mathematical preliminaries; Part II. Using Optimization – the Road Map: 3. Welcome to the fascinating world of optimization; 4. Analysis, design, optimization, and modeling; 5. Introducing linear and nonlinear programming; Part III. Using Optimization – Practical Essentials: 6. Multiobjective optimization; 7. Numerical essentials; 8. Global optimization basics; 9. Discrete optimization basics; 10. Practicing optimization – larger examples; Part IV. Going Deeper: Inside the Codes and Theoretical Aspects: 11. Linear programming; 12. Nonlinear programming with no constraints; 13. Nonlinear programming with constraints; Part V. More Advanced Topics in Optimization: 14. Discrete optimization; 15. Modeling complex systems: surrogate modeling and design space reduction; 16. Design optimization under uncertainty; 17. Methods for Pareto frontier generation/representation; 18. Physical programming for multiobjective optimization; 19. Evolutionary algorithms. Promotional This textbook is designed for students and industry practitioners for a first course in optimization integrating MATLAB® software. Promotional "Headline" This textbook is designed for students and industry practitioners for a first course in optimization integrating MATLAB Description for Bookstore This textbook is designed for undergraduate and graduate students and practitioners interested in learning optimization. The presentation is enriched with a robust set of real-world examples and practical exercises. Using MATLAB Description for Library This textbook is designed for undergraduate and graduate students and practitioners interested in learning optimization. The presentation is enriched with a robust set of real-world examples and practical exercises. Using MATLAB Details ISBN1107109183 Author Achille Messac Publisher Cambridge University Press Year 2015 ISBN-10 1107109183 ISBN-13 9781107109186 Format Hardcover Imprint Cambridge University Press Subtitle For Engineering Students and Professionals Place of Publication Cambridge Country of Publication United Kingdom Pages 494 Publication Date 2015-03-19 Short Title OPTIMIZATION IN PRAC W/MATLAB Language English Media Book DEWEY 620.00420285536 Affiliation Mississippi State University UK Release Date 2015-03-19 AU Release Date 2015-03-19 NZ Release Date 2015-03-19 Illustrations Worked examples or Exercises; 61 Tables, unspecified; 159 Line drawings, unspecified Alternative 9781316271391 Audience Tertiary & Higher Education We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:168420190;

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