Artificial Neural Networks For Civil Engineers
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Artificial Neural Networks For Civil Engineers
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Author : Ian Flood
language : en
Publisher: ASCE Publications
Release Date : 1998-01-01
Artificial Neural Networks For Civil Engineers written by Ian Flood and has been published by ASCE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-01-01 with Technology & Engineering categories.
Sponsored by the Committee on Expert Systems and Artificial Intelligence of the Technical Council on Computer Practices of ASCE. This report illustrates advanced methods and new developments in the application of artificial neural networks to solve problems in civil engineering.Ø Topics include: Øevaluating new construction technologies; Øusing multi-layeredØartificial neural networkØarchitecture to overcome problems with conventional traffic signal control systems; Øincreasing the computational efficiency of an optimization model; Øpredicting carbonation depth in concrete structures; Ødetecting defects in concrete piles; Øanalyzing pavement systems; Øusing neural network hybrids to select the most appropriate bidders for a construction project; and Øpredicting the Energy Performance Index of residential buildings. ØMany of the ideas and techniques discussed in this book cross across disciplinary boundaries and, therefore, should be of interest to all civil engineers.
Artificial Neural Networks For Civil Engineers
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Author : Nabil Kartam
language : en
Publisher:
Release Date : 1997
Artificial Neural Networks For Civil Engineers written by Nabil Kartam and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Civil engineering categories.
Artificial Neural Networks For Civil Engineers
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Author : Nabil Kartam
language : en
Publisher:
Release Date : 1997
Artificial Neural Networks For Civil Engineers written by Nabil Kartam and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Civil engineering categories.
Artificial Neural Networks For Civil
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Author : I. Flood
language : en
Publisher:
Release Date : 1998-01-01
Artificial Neural Networks For Civil written by I. Flood and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-01-01 with categories.
Artificial Neural Networks In Water Supply Engineering
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Author : Srinivasa Lingireddy
language : en
Publisher: ASCE Publications
Release Date : 2005-01-01
Artificial Neural Networks In Water Supply Engineering written by Srinivasa Lingireddy and has been published by ASCE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-01-01 with Technology & Engineering categories.
Prepared by the Water Supply Engineering Technical Committee of the Infrastructure Council of the Environmental and Water Resources Institute of ASCE. This report examines the application of artificial neural network (ANN) technology to water supply engineering problems. Although ANN has rarely been used in in this area, those who have done so report findings that were beyond the capability of traditional statistical and mathematical modeling tools. This report describes the availability of diverse applications, along with the basics of neural network modeling, and summarizes the experiences of groups of researchers around the world who successfully demonstrated significant benefits from using ANN technology in water supply engineering. Topics include: Forecasting salinity levels in River Murray, South Australia; Predicting gastroenteritis rates and waterborne outbreaks; Modeling pH levels in a eutrophic Middle Loire River, France; and ANNs as function approximation tools replacing rigorous mathematical simulation models for analyzing water distribution networks.
Artificial Intelligence Based Design Of Reinforced Concrete Structures
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Author : Won-Kee Hong
language : en
Publisher: Elsevier
Release Date : 2023-04-29
Artificial Intelligence Based Design Of Reinforced Concrete Structures written by Won-Kee Hong and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-29 with Technology & Engineering categories.
Artificial Intelligence-Based Design of Reinforced Concrete Structures: Artificial Neural Networks for Engineering Applications is an essential reference resource for readers who want to learn how to perform artificial intelligence-based structural design. The book describes, in detail, the main concepts of ANNs and their application and use in civil and architectural engineering. It shows how neural networks can be established and implemented depending on the nature of a broad range of diverse engineering problems. The design examples include both civil and architectural engineering solutions, for both structural engineering and concrete structures. Those who have not had the opportunity to study or implement neural networks before will find this book very easy to follow. It covers the basic network theory and how to formulate and apply neural networks to real-world problems. Plenty of examples based on real engineering problems and solutions are included to help readers better understand important concepts. Helps civil engineers understand the fundamentals of AI and ANNs and how to apply them in simple reinforced concrete design cases Contains practical case study examples on the application of AI technology in structural engineer Teaches readers how to apply ANNs as solutions for a broad range of engineering problems Includes AI-based software [MATLAB], which will enable readers to verify AI-based examples
Artificial Neural Networks In Hydrology
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Author : R.S. Govindaraju
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-09
Artificial Neural Networks In Hydrology written by R.S. Govindaraju 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 2013-03-09 with Science categories.
R. S. GOVINDARAJU and ARAMACHANDRA RAO School of Civil Engineering Purdue University West Lafayette, IN. , USA Background and Motivation The basic notion of artificial neural networks (ANNs), as we understand them today, was perhaps first formalized by McCulloch and Pitts (1943) in their model of an artificial neuron. Research in this field remained somewhat dormant in the early years, perhaps because of the limited capabilities of this method and because there was no clear indication of its potential uses. However, interest in this area picked up momentum in a dramatic fashion with the works of Hopfield (1982) and Rumelhart et al. (1986). Not only did these studies place artificial neural networks on a firmer mathematical footing, but also opened the dOOf to a host of potential applications for this computational tool. Consequently, neural network computing has progressed rapidly along all fronts: theoretical development of different learning algorithms, computing capabilities, and applications to diverse areas from neurophysiology to the stock market. . Initial studies on artificial neural networks were prompted by adesire to have computers mimic human learning. As a result, the jargon associated with the technical literature on this subject is replete with expressions such as excitation and inhibition of neurons, strength of synaptic connections, learning rates, training, and network experience. ANNs have also been referred to as neurocomputers by people who want to preserve this analogy.
Developments In Neural Networks And Evolutionary Computing For Civil And Structural Engineering
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Author : B. H. V. Topping
language : en
Publisher: Hyperion Books
Release Date : 1995
Developments In Neural Networks And Evolutionary Computing For Civil And Structural Engineering written by B. H. V. Topping and has been published by Hyperion Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Computers categories.
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.
Artificial Intelligence Applications In Civil And Structural Engineering
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Author : B. Kumar
language : en
Publisher:
Release Date : 1999
Artificial Intelligence Applications In Civil And Structural Engineering written by B. Kumar and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Artificial intelligence categories.
Contains a selection of papers presented at The Fifth International Conference on the Applications of Artificial Intelligence to Civil and Structural Engineering, held from 13-15 September 1999, at Oxford, England.
Neural Networks And Combinatorial Optimization In Civil And Structural Engineering
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Author : B. H. V. Topping
language : en
Publisher: Hyperion Books
Release Date : 1993
Neural Networks And Combinatorial Optimization In Civil And Structural Engineering written by B. H. V. Topping and has been published by Hyperion Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Civil engineering categories.
Included in this volume are a selection of papers on the application of neural networks and combinatorial optimization to civil & structural engineering. The papers were presented at the Third International Conference on Application of Artificial Intelligence to Civil and Structural Engineering held 17-19 August 1993, Edinburgh.