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Author : Joseph Edmund Higgins
Publisher :
ISBN 13 :
Total Pages : 322 pages
Book Rating : 4.:/5 (7 download)
Download or read book Algorithms for Optimization-based Computer-aided Design written by Joseph Edmund Higgins and published by . This book was released on 1989 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : John S. Gero
Publisher : North Holland
ISBN 13 :
Total Pages : 392 pages
Book Rating : 4.:/5 (89 download)
Download or read book Optimization in Computer-aided Design written by John S. Gero and published by North Holland. This book was released on 1985 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Russell Edward Trahan
Publisher :
ISBN 13 :
Total Pages : 220 pages
Book Rating : 4.:/5 (21 download)
Download or read book Optimization Algorithms for Computer Aided Design Problems written by Russell Edward Trahan and published by . This book was released on 1977 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ian David Lockhart Bogle
Publisher : World Scientific
ISBN 13 : 981256909X
Total Pages : 238 pages
Book Rating : 4.8/5 (125 download)
Download or read book Computer Aided Methods in Optimal Design and Operations written by Ian David Lockhart Bogle and published by World Scientific. This book was released on 2006 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers different topics on optimal design and operations with particular emphasis on chemical engineering applications. A wide range of optimization methods ? deterministic, stochastic, global and hybrid ? are considered.Containing papers presented at the bilateral workshop by British and Lithuanian scientists, the book brings together researchers' contributions from different fields ? chemical engineering including reaction and separation processes, food and biological production, as well as business cycle optimization, bankruptcy, protein analysis and bioinformatics.
Author : Adriaan J M Beulens
Publisher : Springer
ISBN 13 : 9783662195130
Total Pages : 284 pages
Book Rating : 4.1/5 (951 download)
Download or read book Optimization-Based Computer-Aided Modelling and Design written by Adriaan J M Beulens and published by Springer. This book was released on 2014-01-15 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Elijah Polak
Publisher :
ISBN 13 :
Total Pages : 11 pages
Book Rating : 4.:/5 (227 download)
Download or read book Research on Optimization-Based Computer-Aided Design of Control Systems written by Elijah Polak and published by . This book was released on 1988 with total page 11 pages. Available in PDF, EPUB and Kindle. Book excerpt: The complexity of engineering systems has increased to the extent that the interactive use of computers in their design has become more or less indispensable. Current methods of heuristic design parameter adjustment, via interactive computing, are relatively ineffective. The research covered by this report was aimed at developing a powerful, general purpose, optimization-based computer-aided engineering system design methodology. The generality of our approach is made possible by the fact that a large variety of engineering design problems are transcribable into the form of a very small number of standard, semi-infinite optimization problems, and because new system theoretic results facilitate the use of optimization in engineering design. The reported research can be divided into three parts: the first was concerned with the development of semi-infinite optimization algorithms for engineering design, the second one was devoted to the development of system theoretic results which facilitate the use of optimization in control system design, and the third one was devoted to the development of an interactive software system which provides an appropriate environment for optimization-based computer-aided design. (FR).
Author : Zhen-Yu Chen
Publisher : Elsevier
ISBN 13 : 1483298795
Total Pages : 489 pages
Book Rating : 4.4/5 (832 download)
Download or read book Computer Aided Design in Control Systems 1988 written by Zhen-Yu Chen and published by Elsevier. This book was released on 2017-05-03 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains 73 papers, presenting the state of the art in computer-aided design in control systems (CADCS). The latest information and exchange of ideas presented at the Symposium illustrates the development of computer-aided design science and technology within control systems. The Proceedings contain six plenary papers and six special invited papers, and the remainder are divided into five themes: CADCS packages; CADCS software and hardware; systems design methods; CADCS expert systems; CADCS applications, with finally a discussion on CADCS in education and research.
Author : Edward Joseph Wiest
Publisher :
ISBN 13 :
Total Pages : 368 pages
Book Rating : 4.:/5 (33 download)
Download or read book Convergence Rate Analyses of Optimization Algorithms for Computer -aided Design written by Edward Joseph Wiest and published by . This book was released on 1990 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Elijah Polak
Publisher :
ISBN 13 :
Total Pages : 9 pages
Book Rating : 4.:/5 (227 download)
Download or read book Research on Optimization-Based Computer-Aided Design of Control Systems written by Elijah Polak and published by . This book was released on 1986 with total page 9 pages. Available in PDF, EPUB and Kindle. Book excerpt: The research covered by this report was aimed at advancing the state of the art of optimization-based design of control systems. To this end, research was carried out in three areas: (i) the development of a theory of nondifferentiable optimization algorithms for the solution problems with max type inequality constraints, (ii) the exploration of efficient design parametrization and initialization techniques in optimization-based control system design, and finally, (iii) the development of interactive software for optimization-based control system design. As a result of this research, two students will receive their Ph. D. degrees in November, 1986 two students are are halfway through their doctoral research projects, and our interactive optimization-based design system DELIGHT. MIMO was completed. It is currently being installed in alpha sites for testing and evaluation. The Michelson Laboratory in China Lake is one such test site.
Author : Jaroslaw Sobieszczanski-Sobieski
Publisher : John Wiley & Sons
ISBN 13 : 1118897099
Total Pages : 400 pages
Book Rating : 4.1/5 (188 download)
Download or read book Multidisciplinary Design Optimization Supported by Knowledge Based Engineering written by Jaroslaw Sobieszczanski-Sobieski and published by John Wiley & Sons. This book was released on 2017-05-08 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multidisciplinary Design Optimization supported by Knowledge Based Engineering supports engineers confronting this daunting and new design paradigm. It describes methodology for conducting a system design in a systematic and rigorous manner that supports human creativity to optimize the design objective(s) subject to constraints and uncertainties. The material presented builds on decades of experience in Multidisciplinary Design Optimization (MDO) methods, progress in concurrent computing, and Knowledge Based Engineering (KBE) tools. Key features: Comprehensively covers MDO and is the only book to directly link this with KBE methods Provides a pathway through basic optimization methods to MDO methods Directly links design optimization methods to the massively concurrent computing technology Emphasizes real world engineering design practice in the application of optimization methods Multidisciplinary Design Optimization supported by Knowledge Based Engineering is a one-stop-shop guide to the state-of-the-art tools in the MDO and KBE disciplines for systems design engineers and managers. Graduate or post-graduate students can use it to support their design courses, and researchers or developers of computer-aided design methods will find it useful as a wide-ranging reference.
Author : Ibrahim (Abe) M. Elfadel
Publisher : Springer
ISBN 13 : 3030046664
Total Pages : 694 pages
Book Rating : 4.0/5 (3 download)
Download or read book Machine Learning in VLSI Computer-Aided Design written by Ibrahim (Abe) M. Elfadel and published by Springer. This book was released on 2019-03-15 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides readers with an up-to-date account of the use of machine learning frameworks, methodologies, algorithms and techniques in the context of computer-aided design (CAD) for very-large-scale integrated circuits (VLSI). Coverage includes the various machine learning methods used in lithography, physical design, yield prediction, post-silicon performance analysis, reliability and failure analysis, power and thermal analysis, analog design, logic synthesis, verification, and neuromorphic design. Provides up-to-date information on machine learning in VLSI CAD for device modeling, layout verifications, yield prediction, post-silicon validation, and reliability; Discusses the use of machine learning techniques in the context of analog and digital synthesis; Demonstrates how to formulate VLSI CAD objectives as machine learning problems and provides a comprehensive treatment of their efficient solutions; Discusses the tradeoff between the cost of collecting data and prediction accuracy and provides a methodology for using prior data to reduce cost of data collection in the design, testing and validation of both analog and digital VLSI designs. From the Foreword As the semiconductor industry embraces the rising swell of cognitive systems and edge intelligence, this book could serve as a harbinger and example of the osmosis that will exist between our cognitive structures and methods, on the one hand, and the hardware architectures and technologies that will support them, on the other....As we transition from the computing era to the cognitive one, it behooves us to remember the success story of VLSI CAD and to earnestly seek the help of the invisible hand so that our future cognitive systems are used to design more powerful cognitive systems. This book is very much aligned with this on-going transition from computing to cognition, and it is with deep pleasure that I recommend it to all those who are actively engaged in this exciting transformation. Dr. Ruchir Puri, IBM Fellow, IBM Watson CTO & Chief Architect, IBM T. J. Watson Research Center
Author : Jingsheng Jason Cong
Publisher : Springer Science & Business Media
ISBN 13 : 1475737483
Total Pages : 311 pages
Book Rating : 4.4/5 (757 download)
Download or read book Multilevel Optimization in VLSICAD written by Jingsheng Jason Cong and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the last few decades, multiscale algorithms have become a dominant trend in large-scale scientific computation. Researchers have successfully applied these methods to a wide range of simulation and optimization problems. This book gives a general overview of multiscale algorithms; applications to general combinatorial optimization problems such as graph partitioning and the traveling salesman problem; and VLSICAD applications, including circuit partitioning, placement, and VLSI routing. Additional chapters discuss optimization in reconfigurable computing, convergence in multilevel optimization, and model problems with PDE constraints. Audience: Written at the graduate level, the book is intended for engineers and mathematical and computational scientists studying large-scale optimization in electronic design automation.
Author : Mykel J. Kochenderfer
Publisher : MIT Press
ISBN 13 : 0262039427
Total Pages : 521 pages
Book Rating : 4.2/5 (62 download)
Download or read book Algorithms for Optimization written by Mykel J. Kochenderfer and published by MIT Press. This book was released on 2019-03-12 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive introduction to optimization with a focus on practical algorithms for the design of engineering systems. This book offers a comprehensive introduction to optimization with a focus on practical algorithms. The book approaches optimization from an engineering perspective, where the objective is to design a system that optimizes a set of metrics subject to constraints. Readers will learn about computational approaches for a range of challenges, including searching high-dimensional spaces, handling problems where there are multiple competing objectives, and accommodating uncertainty in the metrics. Figures, examples, and exercises convey the intuition behind the mathematical approaches. The text provides concrete implementations in the Julia programming language. Topics covered include derivatives and their generalization to multiple dimensions; local descent and first- and second-order methods that inform local descent; stochastic methods, which introduce randomness into the optimization process; linear constrained optimization, when both the objective function and the constraints are linear; surrogate models, probabilistic surrogate models, and using probabilistic surrogate models to guide optimization; optimization under uncertainty; uncertainty propagation; expression optimization; and multidisciplinary design optimization. Appendixes offer an introduction to the Julia language, test functions for evaluating algorithm performance, and mathematical concepts used in the derivation and analysis of the optimization methods discussed in the text. The book can be used by advanced undergraduates and graduate students in mathematics, statistics, computer science, any engineering field, (including electrical engineering and aerospace engineering), and operations research, and as a reference for professionals.
Author : Muthaukumar Balachandran
Publisher :
ISBN 13 :
Total Pages : 192 pages
Book Rating : 4.3/5 (91 download)
Download or read book Knowledge-based Optimum Design written by Muthaukumar Balachandran and published by . This book was released on 1996 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Antony D. Radford
Publisher :
ISBN 13 :
Total Pages : 18 pages
Book Rating : 4.:/5 (319 download)
Download or read book On Optimization in Computer Aided Architectural Design written by Antony D. Radford and published by . This book was released on 1980 with total page 18 pages. Available in PDF, EPUB and Kindle. Book excerpt: This report examines the role of computers in the provision of information for architectural design decision making and compares the potential contributions of simulation, generation and optimization techniques. It argues that optimization models are particularly well suited to the provision of design information because they produce results which are prescriptive, express design options and address the problems of the stability and sensitivity of solutions to change over time. The difficulties posed by the multiple objectives which characterize architectural design problems are discussed and some solution approaches are described. The report concludes that optimization concepts offer a powerful approach to design decision making and warrant much more research activity in the development of techniques and models for application in architecture.
Author : KALYANMOY DEB
Publisher : PHI Learning Pvt. Ltd.
ISBN 13 : 8120346785
Total Pages : 440 pages
Book Rating : 4.1/5 (23 download)
Download or read book OPTIMIZATION FOR ENGINEERING DESIGN written by KALYANMOY DEB and published by PHI Learning Pvt. Ltd.. This book was released on 2012-11-18 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: This well-received book, now in its second edition, continues to provide a number of optimization algorithms which are commonly used in computer-aided engineering design. The book begins with simple single-variable optimization techniques, and then goes on to give unconstrained and constrained optimization techniques in a step-by-step format so that they can be coded in any user-specific computer language. In addition to classical optimization methods, the book also discusses Genetic Algorithms and Simulated Annealing, which are widely used in engineering design problems because of their ability to find global optimum solutions. The second edition adds several new topics of optimization such as design and manufacturing, data fitting and regression, inverse problems, scheduling and routing, data mining, intelligent system design, Lagrangian duality theory, and quadratic programming and its extension to sequential quadratic programming. It also extensively revises the linear programming algorithms section in the Appendix. This edition also includes more number of exercise problems. The book is suitable for senior undergraduate/postgraduate students of mechanical, production and chemical engineering. Students in other branches of engineering offering optimization courses as well as designers and decision-makers will also find the book useful. Key Features Algorithms are presented in a step-by-step format to facilitate coding in a computer language. Sample computer programs in FORTRAN are appended for better comprehension. Worked-out examples are illustrated for easy understanding. The same example problems are solved with most algorithms for a comparative evaluation of the algorithms.
Author : Sabih H. Gerez
Publisher : John Wiley & Sons
ISBN 13 : 0471984892
Total Pages : 356 pages
Book Rating : 4.4/5 (719 download)
Download or read book Algorithms for VLSI Design Automation written by Sabih H. Gerez and published by John Wiley & Sons. This book was released on 1999-01-05 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern microprocessors such as Intel's Pentium chip typically contain many millions of transistors. They are known generically as Very Large-Scale Integrated (VLSI) systems, and their sheer scale and complexity has necessitated the development of CAD tools to automate their design. This book focuses on the algorithms which are the building blocks of the design automation software which generates the layout of VLSI circuits. Courses on this area are typically elective courses taken at senior undergrad or graduate level by students of Electrical and Electronic Engineering, and sometimes in Computer Science, or Computer Engineering.
