Optimization Concepts and Applications in Engineering / Edition 2

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Overview

It is vitally important to meet or exceed previous quality and reliability standards while at the same time reducing resource consumption. This textbook addresses this critical imperative integrating theory, modeling, the development of numerical methods, and problem solving, thus preparing the student to apply optimization to real-world problems. This text covers a broad variety of optimization problems using: unconstrained, constrained, gradient, and non-gradient techniques; duality concepts; multiobjective optimization; linear, integer, geometric, and dynamic programming with applications; and finite element–based optimization. In this revised and enhanced second edition of Optimization Concepts and Applications in Engineering, the already robust pedagogy has been enhanced with more detailed explanations, an increased number of solved examples and end-of-chapter problems. The source codes are now available free on multiple platforms. It is ideal for advanced undergraduate or graduate courses and for practicing engineers in all engineering disciplines, as well as in applied mathematics.

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Editorial Reviews

Booknews
A textbook for a course in engineering optimization, nonlinear programming, or structural optimization. A variety of optimization problems are considered<-->unconstrained, constrained, linear, and integer programming with applications, gradient and non-gradient techniques, duality concepts, and finite element based optimization. The CD-ROM contains 45 programs written in Basic and Fortran. Annotation c. by Book News, Inc., Portland, Or.
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Product Details

  • ISBN-13: 9780521878463
  • Publisher: Cambridge University Press
  • Publication date: 3/28/2011
  • Edition description: New Edition
  • Edition number: 2
  • Pages: 435
  • Product dimensions: 7.10 (w) x 9.30 (h) x 1.20 (d)

Meet the Author

Ashok D. Belegundu has been a Professor of Mechanical Engineering at Pennsylvania State University, University Park, since 1986. Prior to this, he taught at GMI, now Kettering University, in Michigan. He received his B. Tech. degree from I.I.T. Madras and his Ph.D. from the University of Iowa. He has been a principal investigator on research projects involving optimization for several agencies including the National Science Foundation, the Army Research Office, NASA, SERC (UK), the MacNeal-Schwendler Corporation, the Gentex Corporation and Ingersoll-Rand. He has organized two international conferences on optimization in industry and has authored or edited four books and written a chapter in a book. A detailed list of his publications and projects can be found at http://www.mne.psu.edu/Directories/Faculty/Belegundu-A.html. He has advised more than fifty graduate students. He has given short courses on finite elements and optimization to the Forging Industry Association, Hazleton Pumps, Infosys (India). He has served as an associate editor for the AIAA Journal and for Mechanics Based Design of Structures and Machines. He teaches a distance education course on optimal design through Penn State.

Tirupathi R. Chandrupatla has been a Professor and Founding Chair of Mechanical Engineering at Rowan University since 1995. He started his career as a design engineer with Hindustan Machine Tools (HMT), Bangalore. He then taught at I.I.T. Bombay. Professor Chandrupatla also taught at the University of Kentucky, Lexington and GMI Engineering and Management Institute (now Kettering University), before joining Rowan. Chandrupatla received the Lindback Distinguished Teaching Award at Rowan University in 2005. He is also the author of Quality and Reliability in Engineering and two books on finite element analysis. Professor Chandrupatla has broad research interests, which include design, optimization, manufacturing engineering, finite element analysis, and quality and reliability. He published widely in these areas and serves as an industry consultant. Professor Chandrupatla is a registered Professional Engineer and also a Certified Manufacturing Engineer. He is a member of ASEE, ASME, SAE and SME. For further information, visit http://users.rowan.edu/~chandrupatla.

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Table of Contents

1. Preliminary concepts; 2. One dimensional unconstrained minimization; 3. Unconstrained optimization; 4. Linear programming; 5. Constrained minimization; 6. Penalty functions, duality, and geometric programming; 7. Direct search methods for nonlinear optimization; 8. Multiobjective optimization; 9. Integer and discrete programming; 10. Dynamic programming; 11. Optimization applications for transportation, assignment, and network problems; 12. Finite element based optimization.

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