Neural Networks For Structural Design Optimization Using Genetic Algorithms
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Author | : Yupaporn Thanyakriengkrai |
Publisher | : |
Total Pages | : 132 |
Release | : 2002 |
Genre | : |
ISBN | : |
Download Neural Networks for Structural Design Optimization Using Genetic Algorithms Book in PDF, Epub and Kindle
Author | : David Jeffrey Webb |
Publisher | : |
Total Pages | : 402 |
Release | : 2002 |
Genre | : |
ISBN | : |
Download Topological Structural Design Optimization Using Genetic Algorithms Book in PDF, Epub and Kindle
Author | : D.E. Grierson |
Publisher | : Springer Science & Business Media |
Total Pages | : 364 |
Release | : 1996-06-18 |
Genre | : Computers |
ISBN | : 9783540608738 |
Download Emergent Computing Methods in Engineering Design Book in PDF, Epub and Kindle
The papers in this book show the tremendous potential of emerging computing paradigms such as genetic algorithms, evolutionary computing, and neural networks for solving problems of engineering design.
Author | : Ari Nissinen |
Publisher | : |
Total Pages | : |
Release | : 1994 |
Genre | : |
ISBN | : 9789517222358 |
Download Structural Optimization of Feedforward Neural Networks Using Genetic Algorithm Book in PDF, Epub and Kindle
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Author | : Zenon Waszczysznk |
Publisher | : Springer |
Total Pages | : 313 |
Release | : 2014-05-04 |
Genre | : Computers |
ISBN | : 3709124840 |
Download Neural Networks in the Analysis and Design of Structures Book in PDF, Epub and Kindle
Neural Networks are a new, interdisciplinary tool for information processing. Neurocomputing being successfully introduced to structural problems which are difficult or even impossible to be analysed by standard computers (hard computing). The book is devoted to foundations and applications of NNs in the structural mechanics and design of structures.
Author | : Zong Woo Geem |
Publisher | : Springer Science & Business Media |
Total Pages | : 232 |
Release | : 2009-09-28 |
Genre | : Technology & Engineering |
ISBN | : 3642034497 |
Download Harmony Search Algorithms for Structural Design Optimization Book in PDF, Epub and Kindle
Various structures, such as buildings, bridges, and paved roads play an important role in our lives. However, these construction projects require large expenditures. Designing infrastructure cost-efficiently while satisfying all necessary design constraints is one of the most important and difficult tasks for a structural engineer. Traditionally, mathematical gradient-based optimization techniques have been applied to these designs. However, these gradient-based methods are not suitable for discrete design variables such as factory-made cross sectional area of structural members. Recently, researchers have turned their interest to phenomenon-mimicking optimization techniques because these techniques have proved able to efficiently handle discrete design variables. One of these techniques is harmony search, an algorithm developed from musical improvisation that has been applied to various structural design problems and has demonstrated cost-savings. This book gathers all the latest developments relating to the application of the harmony search algorithm in the structural design field in order for readers to efficiently understand the full spectrum of the algorithm’s potential and to easily apply the algorithm to their own structural problems. This book contains six chapters with the following subjects: standard harmony search algorithm and its applications by Lee; standard harmony search algorithm for steel frame design by Degertekin; adaptive harmony search algorithm and its applications by Saka and Hasançebi; harmony particle swarm algorithm and its applications by Li and Liu; hybrid algorithm of harmony search, particle swarm & ant colony for structural design by Kaveh and Talatahari; and parameter calibration of viscoelastic and damage functions by Mun and Geem.
Author | : G. I. N. Rozvany |
Publisher | : Springer Science & Business Media |
Total Pages | : 594 |
Release | : 1993 |
Genre | : Science |
ISBN | : 9780792321293 |
Download Optimization of Large Structural Systems Book in PDF, Epub and Kindle
This is the second of two volumes which examine structural optimization of large structural systems. Topics covered in these volumes include optimality criteria and topology optimization, decomposition methods and approximation concepts, neural networks and parallel processing.
Author | : David Greiner |
Publisher | : Springer |
Total Pages | : 511 |
Release | : 2014-11-14 |
Genre | : Technology & Engineering |
ISBN | : 3319115413 |
Download Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences Book in PDF, Epub and Kindle
This book contains state-of-the-art contributions in the field of evolutionary and deterministic methods for design, optimization and control in engineering and sciences. Specialists have written each of the 34 chapters as extended versions of selected papers presented at the International Conference on Evolutionary and Deterministic Methods for Design, Optimization and Control with Applications to Industrial and Societal Problems (EUROGEN 2013). The conference was one of the Thematic Conferences of the European Community on Computational Methods in Applied Sciences (ECCOMAS). Topics treated in the various chapters are classified in the following sections: theoretical and numerical methods and tools for optimization (theoretical methods and tools; numerical methods and tools) and engineering design and societal applications (turbo machinery; structures, materials and civil engineering; aeronautics and astronautics; societal applications; electrical and electronics applications), focused particularly on intelligent systems for multidisciplinary design optimization (mdo) problems based on multi-hybridized software, adjoint-based and one-shot methods, uncertainty quantification and optimization, multidisciplinary design optimization, applications of game theory to industrial optimization problems, applications in structural and civil engineering optimum design and surrogate models based optimization methods in aerodynamic design.
Author | : Lijuan Li |
Publisher | : Springer Science & Business Media |
Total Pages | : 257 |
Release | : 2011-05-27 |
Genre | : Technology & Engineering |
ISBN | : 3642205364 |
Download Group Search Optimization for Applications in Structural Design Book in PDF, Epub and Kindle
Civil engineering structures such as buildings, bridges, stadiums, and offshore structures play an import role in our daily life. However, constructing these structures requires lots of budget. Thus, how to cost-efficiently design structures satisfying all required design constraints is an important factor to structural engineers. Traditionally, mathematical gradient-based optimal techniques have been applied to the design of optimal structures. While, many practical engineering optimal problems are very complex and hard to solve by traditional method. In the past few decades, swarm intelligence algorithms, which were inspired by the social behaviour of natural animals such as fish schooling and bird flocking, were developed because they do not require conventional mathematical assumptions and thus possess better global search abilities than the traditional optimization algorithms and have attracted more and more attention. These intelligent based algorithms are very suitable for continuous and discrete design variable problems such as ready-made structural members and have been vigorously applied to various structural design problems and obtained good results. This book gathers the authors’ latest research work related with particle swarm optimizer algorithm and group search optimizer algorithm as well as their application to structural optimal design. The readers can understand the full spectrum of the algorithms and apply the algorithms to their own research problems.
Author | : B. H. V. Topping |
Publisher | : Hyperion Books |
Total Pages | : 244 |
Release | : 1995 |
Genre | : Computers |
ISBN | : |
Download Developments in Neural Networks and Evolutionary Computing for Civil and Structural Engineering Book in PDF, Epub and Kindle
Includes a selection of papers presented at the Fourth International Conference on the Application of Artificial Intelligence to Civil and Structural Engineering, held at Cambridge, England, 28-30 August 1995.