The Signalman's Journal PDF Download
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Author:
Publisher:
ISBN:
Category : Labor unions
Languages : en
Pages : 872
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Book Description
Author:
Publisher:
ISBN:
Category : Labor unions
Languages : en
Pages : 872
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Book Description
Author: American Railway Engineering and Maintenance-of-Way Association
Publisher:
ISBN:
Category : Railroad engineering
Languages : en
Pages : 842
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Book Description
Author: R P Johnson
Publisher: World Scientific
ISBN: 9814497495
Category : Computers
Languages : en
Pages : 194
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Book Description
This book describes the application of evolutionary computation in the automatic generation of a neural network architecture. The architecture has a significant influence on the performance of the neural network. It is the usual practice to use trial and error to find a suitable neural network architecture for a given problem. The process of trial and error is not only time-consuming but may not generate an optimal network. The use of evolutionary computation is a step towards automation in neural network architecture generation.An overview of the field of evolutionary computation is presented, together with the biological background from which the field was inspired. The most commonly used approaches to a mathematical foundation of the field of genetic algorithms are given, as well as an overview of the hybridization between evolutionary computation and neural networks. Experiments on the implementation of automatic neural network generation using genetic programming and one using genetic algorithms are described, and the efficacy of genetic algorithms as a learning algorithm for a feedforward neural network is also investigated.
Author:
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Category : Genetics
Languages : en
Pages : 480
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Book Description
Author:
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ISBN:
Category : Electric engineering
Languages : en
Pages : 1094
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Book Description
Author:
Publisher: Delene Kvasnicka
ISBN:
Category :
Languages : en
Pages : 886
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Book Description
Author: American Institute of Electrical Engineers
Publisher:
ISBN:
Category : Electrical engineering
Languages : en
Pages : 906
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Book Description
List of members of the Institute in v. 24-26.
Author: George Harrison Shull
Publisher:
ISBN:
Category : Electronic journals
Languages : en
Pages : 694
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Book Description
Genetics accepts contributions that present the results of original research in genetics and related scientific disciplines.
Author:
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ISBN:
Category : Electrical engineering
Languages : en
Pages : 1194
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Book Description
Author: Raphael T. Haftka
Publisher: Springer Science & Business Media
ISBN: 9401125503
Category : Technology & Engineering
Languages : en
Pages : 481
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Book Description
The field of structural optimization is still a relatively new field undergoing rapid changes in methods and focus. Until recently there was a severe imbalance between the enormous amount of literature on the subject, and the paucity of applications to practical design problems. This imbalance is being gradually redressed. There is still no shortage of new publications, but there are also exciting applications of the methods of structural optimizations in the automotive, aerospace, civil engineering, machine design and other engineering fields. As a result of the growing pace of applications, research into structural optimization methods is increasingly driven by real-life problems. t-.Jost engineers who design structures employ complex general-purpose software packages for structural analysis. Often they do not have any access to the source program, and even more frequently they have only scant knowledge of the details of the structural analysis algorithms used in this software packages. Therefore the major challenge faced by researchers in structural optimization is to develop methods that are suitable for use with such software packages. Another major challenge is the high computational cost associated with the analysis of many complex real-life problems. In many cases the engineer who has the task of designing a structure cannot afford to analyze it more than a handful of times.
