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Intelligent and Soft Computing in Infrastructure Systems Engineering - Kasthurirangan Gopalakrishnan#Halil Ceylan#Nii O. Attoh-Okine
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
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Kasthurirangan Gopalakrishnan#Halil Ceylan#Nii O. Attoh-Okine:

Intelligent and Soft Computing in Infrastructure Systems Engineering - neues Buch

2009, ISBN: 9783642045851

ID: 646542307

The term soft computing applies to variants of and combinations under the four broad categories of evolutionary computing, neural networks, fuzzy logic, and Bayesian statistics. Although each one has its separate strengths, the complem- tary nature of these techniques when used in combination (hybrid) makes them a powerful alternative for solving complex problems where conventional mat- matical methods fail. The use of intelligent and soft computing techniques in the field of geo- chanical and pavement engineering has steadily increased over the past decade owing to their ability to admit approximate reasoning, imprecision, uncertainty and partial truth. Since real-life infrastructure engineering decisions are made in ambiguous environments that require human expertise, the application of soft computing techniques has been an attractive option in pavement and geomecha- cal modeling. The objective of this carefully edited book is to highlight key recent advances made in the application of soft computing techniques in pavement and geo- chanical systems. Soft computing techniques discussed in this book include, but are not limited to: neural networks, evolutionary computing, swarm intelligence, probabilistic modeling, kernel machines, knowledge discovery and data mining, neuro-fuzzy systems and hybrid approaches. Highlighted application areas include infrastructure materials modeling, pavement analysis and design, rapid interpre- tion of nondestructive testing results, porous asphalt concrete distress modeling, model parameter identification, pavement engineering inversion problems, s- grade soils characterization, and backcalculation of pavement layer thickness and moduli. This book highlights key recent advances made in the application of soft computing techniques in pavement and geomechanical systems. It discusses many different soft computing techniques and details various areas of application. Bücher > Fremdsprachige Bücher > Englische Bücher gebundene Ausgabe 19.11.2009, Springer, .200

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Intelligent and Soft Computing in Infrastructure Systems Engineering - Kasthurirangan Gopalakrishnan#Halil Ceylan#Nii O. Attoh-Okine
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Kasthurirangan Gopalakrishnan#Halil Ceylan#Nii O. Attoh-Okine:

Intelligent and Soft Computing in Infrastructure Systems Engineering - neues Buch

ISBN: 9783642045851

ID: dd5a098f332a18ba31b5d1544cfbcbe7

This book highlights key recent advances made in the application of soft computing techniques in pavement and geomechanical systems. It discusses many different soft computing techniques and details various areas of application. The term soft computing applies to variants of and combinations under the four broad categories of evolutionary computing, neural networks, fuzzy logic, and Bayesian statistics. Although each one has its separate strengths, the complem- tary nature of these techniques when used in combination (hybrid) makes them a powerful alternative for solving complex problems where conventional mat- matical methods fail. The use of intelligent and soft computing techniques in the field of geo- chanical and pavement engineering has steadily increased over the past decade owing to their ability to admit approximate reasoning, imprecision, uncertainty and partial truth. Since real-life infrastructure engineering decisions are made in ambiguous environments that require human expertise, the application of soft computing techniques has been an attractive option in pavement and geomecha- cal modeling. The objective of this carefully edited book is to highlight key recent advances made in the application of soft computing techniques in pavement and geo- chanical systems. Soft computing techniques discussed in this book include, but are not limited to: neural networks, evolutionary computing, swarm intelligence, probabilistic modeling, kernel machines, knowledge discovery and data mining, neuro-fuzzy systems and hybrid approaches. Highlighted application areas include infrastructure materials modeling, pavement analysis and design, rapid interpre- tion of nondestructive testing results, porous asphalt concrete distress modeling, model parameter identification, pavement engineering inversion problems, s- grade soils characterization, and backcalculation of pavement layer thickness and moduli. Bücher / Fremdsprachige Bücher / Englische Bücher 978-3-642-04585-1, Springer

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Intelligent and Soft Computing in Infrastructure Systems Engineering - Kasthurirangan Gopalakrishnan
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Kasthurirangan Gopalakrishnan:
Intelligent and Soft Computing in Infrastructure Systems Engineering - neues Buch

2009

ISBN: 9783642045851

[ED: Buch], [PU: Springer-Verlag GmbH], Neuware - The term 'soft computing' applies to variants of and combinations under the four broad categories of evolutionary computing, neural networks, fuzzy logic, and Bayesian statistics. Although each one has its separate strengths, the complem- tary nature of these techniques when used in combination (hybrid) makes them a powerful alternative for solving complex problems where conventional mat- matical methods fail. The use of intelligent and soft computing techniques in the field of geo- chanical and pavement engineering has steadily increased over the past decade owing to their ability to admit approximate reasoning, imprecision, uncertainty and partial truth. Since real-life infrastructure engineering decisions are made in ambiguous environments that require human expertise, the application of soft computing techniques has been an attractive option in pavement and geomecha- cal modeling. The objective of this carefully edited book is to highlight key recent advances made in the application of soft computing techniques in pavement and geo- chanical systems. Soft computing techniques discussed in this book include, but are not limited to: neural networks, evolutionary computing, swarm intelligence, probabilistic modeling, kernel machines, knowledge discovery and data mining, neuro-fuzzy systems and hybrid approaches. Highlighted application areas include infrastructure materials modeling, pavement analysis and design, rapid interpre- tion of nondestructive testing results, porous asphalt concrete distress modeling, model parameter identification, pavement engineering inversion problems, s- grade soils characterization, and backcalculation of pavement layer thickness and moduli., [SC: 0.00]

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Intelligent and Soft Computing in Infrastructure Systems Engineering - Kasthurirangan Gopalakrishnan
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Kasthurirangan Gopalakrishnan:
Intelligent and Soft Computing in Infrastructure Systems Engineering - neues Buch

ISBN: 9783642045851

[ED: Buch], [PU: Springer-Verlag GmbH], Neuware - The use of intelligent and soft computing techniques in the field of geomechanical and pavement engineering has steadily increased over the past decade owing to their ability to admit approximate reasoning, imprecision, uncertainty and partial truth. Since real-life infrastructure engineering decisions are made in ambiguous environments that require human expertise, the application of soft computing techniques has been an attractive option in pavement and geomechanical modeling. The objective of this carefully edited book is to highlight key recent advances made in the application of soft computing techniques in pavement and geomechanical systems. Soft computing techniques discussed in this book include, but are not limited to: neural networks, evolutionary computing, swarm intelligence, probabilistic modeling, kernel machines, knowledge discovery and data mining, neuro-fuzzy systems and hybrid approaches. Highlighted application areas include infrastructure materials modeling, pavement analysis and design, rapid interpretation of nondestructive testing results, porous asphalt concrete distress modeling, model parameter identification, pavement engineering inversion problems, subgrade soils characterization, and backcalculation of pavement layer thickness and moduli. Researchers and practitioners engaged in developing and applying soft computing and intelligent systems principles to solving real-world infrastructure engineering problems will find this book very useful. This book will also serve as an excellent state-of-the-art reference material for graduate and postgraduate students in transportation infrastructure engineering., [SC: 0.00]

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Intelligent and Soft Computing in Infrastructure Systems Engineering - Kasthurirangan Gopalakrishnan; Halil Ceylan; Nii O. Attoh-Okine
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2009, ISBN: 9783642045851

ID: 11287861

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Details zum Buch
Intelligent and Soft Computing in Infrastructure Systems Engineering
Autor:

Kasthurirangan Gopalakrishnan

Titel:

Intelligent and Soft Computing in Infrastructure Systems Engineering

ISBN-Nummer:

3642045855

The use of intelligent and soft computing techniques in the field of geomechanical and pavement engineering has steadily increased over the past decade owing to their ability to admit approximate reasoning, imprecision, uncertainty and partial truth. Since real-life infrastructure engineering decisions are made in ambiguous environments that require human expertise, the application of soft computing techniques has been an attractive option in pavement and geomechanical modeling. The objective of this carefully edited book is to highlight key recent advances made in the application of soft computing techniques in pavement and geomechanical systems. Soft computing techniques discussed in this book include, but are not limited to: neural networks, evolutionary computing, swarm intelligence, probabilistic modeling, kernel machines, knowledge discovery and data mining, neuro-fuzzy systems and hybrid approaches. Highlighted application areas include infrastructure materials modeling, pavement analysis and design, rapid interpretation of nondestructive testing results, porous asphalt concrete distress modeling, model parameter identification, pavement engineering inversion problems, subgrade soils characterization, and backcalculation of pavement layer thickness and moduli. Researchers and practitioners engaged in developing and applying soft computing and intelligent systems principles to solving real-world infrastructure engineering problems will find this book very useful. This book will also serve as an excellent state-of-the-art reference material for graduate and postgraduate students in transportation infrastructure engineering.

Detailangaben zum Buch - Intelligent and Soft Computing in Infrastructure Systems Engineering


EAN (ISBN-13): 9783642045851
ISBN (ISBN-10): 3642045855
Gebundene Ausgabe
Erscheinungsjahr: 2009
Herausgeber: Springer-Verlag GmbH
323 Seiten
Gewicht: 0,633 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 14.06.2008 01:30:24
Buch zuletzt gefunden am 26.10.2016 19:52:29
ISBN/EAN: 3642045855

ISBN - alternative Schreibweisen:
3-642-04585-5, 978-3-642-04585-1

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