Optimization For Engineering Design
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Optimization For Engineering Design
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Author : Kalyanmoy Deb
language : en
Publisher:
Release Date : 2012
Optimization For Engineering Design written by Kalyanmoy Deb and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with categories.
Global Optimization In Engineering Design
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Author : Ignacio E. Grossmann
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-04-17
Global Optimization In Engineering Design written by Ignacio E. Grossmann and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-17 with Computers categories.
Mathematical Programming has been of significant interest and relevance in engineering, an area that is very rich in challenging optimization problems. In particular, many design and operational problems give rise to nonlinear and mixed-integer nonlinear optimization problems whose modeling and solu tion is often nontrivial. Furthermore, with the increased computational power and development of advanced analysis (e. g. , process simulators, finite element packages) and modeling systems (e. g. , GAMS, AMPL, SPEEDUP, ASCEND, gPROMS), the size and complexity of engineering optimization models is rapidly increasing. While the application of efficient local solvers (nonlinear program ming algorithms) has become widespread, a major limitation is that there is often no guarantee that the solutions that are generated correspond to global optima. In some cases finding a local solution might be adequate, but in others it might mean incurring a significant cost penalty, or even worse, getting an incorrect solution to a physical problem. Thus, the need for finding global optima in engineering is a very real one. It is the purpose of this monograph to present recent developments of tech niques and applications of deterministic approaches to global optimization in engineering. The present monograph is heavily represented by chemical engi neers; and to a large extent this is no accident. The reason is that mathematical programming is an active and vibrant area of research in chemical engineering. This trend has existed for about 15 years.
Introduction To Engineering Design Optimization
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Author : Chinyere Okechi Onwubiko
language : en
Publisher: Prentice Hall
Release Date : 2000
Introduction To Engineering Design Optimization written by Chinyere Okechi Onwubiko and has been published by Prentice Hall this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Mathematics categories.
Engineering Design Optimization is written for students who are looking to optimize their engineering designs, but are unaware of the mathematical rigor needed to address their objectives. This book addresses teaches the algorithms that are used in engineering optimization. Contains unique material on monotonicity, probabalistic design optimization, and genetic algorithms. Keeps mathematics simple, but proves theories as needed. Provides algorithms essential for optimization and encourages students to write their own computer programs.
Global Optimization In Engineering Design
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Author : Ignacio E. Grossmann
language : en
Publisher:
Release Date : 2014-01-15
Global Optimization In Engineering Design written by Ignacio E. Grossmann and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-15 with categories.
Engineering Design Optimization
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Author : Joaquim R. R. A. Martins
language : en
Publisher: Cambridge University Press
Release Date : 2021-11-18
Engineering Design Optimization written by Joaquim R. R. A. Martins and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-18 with Mathematics categories.
A rigorous yet accessible graduate textbook covering both fundamental and advanced optimization theory and algorithms.
Advances In Engineering Design And Optimization
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Author :
language : en
Publisher:
Release Date : 2010
Advances In Engineering Design And Optimization written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Engineering categories.
This two-volume book is a collection of 349 peer-reviewed papers that present research results in the broad areas of engineering design and optimization; including those that are directly related to the design and optimization of engineered products, and those that are related to the design and optimization of engineering processes where the latter are essential to the manufacturing process. The list of relevant topics includes: Engineering Design Theory and Methodology, Product Design and Development, Simulation and Engineering Optimization, Manufacturing Systems Modeling and Optimization, and Machining and Materials Processing Technology.
Machine Learning And Optimization For Engineering Design
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Author : Apoorva S. Shastri
language : en
Publisher:
Release Date : 2025-01-14
Machine Learning And Optimization For Engineering Design written by Apoorva S. Shastri and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-14 with Computers categories.
This book aims to provide a collection of state-of-the-art scientific and technical research papers related to machine learning-based algorithms in the field of optimization and engineering design. The theoretical and practical development for numerous engineering applications such as smart homes, ICT-based irrigation systems, academic success prediction, future agro-industry for crop production, disease classification in plants, dental problems and solutions, loan eligibility processing, etc., and their implementation with several case studies and literature reviews are included as self-contained chapters. Additionally, the book intends to highlight the importance of study and effectiveness in addressing the time and space complexity of problems and enhancing accuracy, analysis, and validations for different practical applications by acknowledging the state-of-the-art literature survey. The book targets a larger audience by exploring multidisciplinary research directions such as computer vision, machine learning, artificial intelligence, modified/newly developed machine learning algorithms, etc., to enhance engineering design applications for society. State-of-the-art research work with illustrations and exercises along with pseudo-code has been provided here.
Optimization Methods For Engineering Design
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Author : R. L. Fox
language : en
Publisher:
Release Date : 1973
Optimization Methods For Engineering Design written by R. L. Fox and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1973 with categories.
Optimization Methods For Engineering Design
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Author : Richard L. Fox
language : en
Publisher:
Release Date : 1971
Optimization Methods For Engineering Design written by Richard L. Fox and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1971 with Mathematics categories.
Engineering Design And Optimization Of Thermofluid Systems
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Author : David S. K. Ting
language : en
Publisher: John Wiley & Sons
Release Date : 2021-03-16
Engineering Design And Optimization Of Thermofluid Systems written by David S. K. Ting and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-16 with Technology & Engineering categories.
A practical and accessible introductory textbook that enables engineering students to design and optimize typical thermofluid systems Engineering Design and Optimization of Thermofluid Systems is designed to help students and professionals alike understand the design and optimization techniques used to create complex engineering systems that incorporate heat transfer, thermodynamics, fluid dynamics, and mass transfer. Designed for thermal systems design courses, this comprehensive textbook covers thermofluid theory, practical applications, and established techniques for improved performance, efficiency, and economy of thermofluid systems. Students gain a solid understanding of best practices for the design of pumps, compressors, heat exchangers, HVAC systems, power generation systems, and more. Covering the material using a pragmatic, student-friendly approach, the text begins by introducing design, optimization, and engineering economics—with emphasis on the importance of engineering optimization in maximizing efficiency and minimizing cost. Subsequent chapters review representative thermofluid systems and devices and discuss basic mathematical models for describing thermofluid systems. Moving on to system simulation, students work with the classical calculus method, the Lagrange multiplier, canonical search methods, and geometric programming. Throughout the text, examples and practice problems integrate emerging industry technologies to show students how key concepts are applied in the real world. This well-balanced textbook: Integrates underlying thermofluid principles, the fundamentals of engineering design, and a variety of optimization methods Covers optimization techniques alongside thermofluid system theory Provides readers best practices to follow on-the-job when designing thermofluid systems Contains numerous tables, figures, examples, and problem sets Emphasizing optimization techniques more than any other thermofluid system textbook available, Engineering Design and Optimization of Thermofluid Systems is the ideal textbook for upper-level undergraduate and graduate students and instructors in thermal systems design courses, and a valuable reference for professional mechanical engineers and researchers in the field.