Intelligent and Soft Computing in Infrastructure Systems Engineering

Lingua: inglese

Editore: Springer, Springer Mär 2012, 2012

3642261507 / 9783642261503

Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germaniabuchversandmimpf2000

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Venditore AbeBooks dal 23 gennaio 2017

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Descrizione dell’articolo da parte del venditore

This item is printed on demand - Print on Demand Titel. 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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 336 pp. Englisch.…

Titolo
Intelligent and Soft Computing in Infrastructure Systems Engineering
Autore
Kasthurirangan Gopalakrishnan
Editore
Springer, Springer Mär 2012
Anno di pubblicazione
2012
Condizione
Neu
Rilegatura
Taschenbuch
Lingua
inglese
ISBN 10
3642261507
ISBN 13
9783642261503
Peso dell'articolo
511 grammi
Dimensioni
235x155x19 mm

buchversandmimpf2000

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ArticoloDa 60 a 60 giorni lavorativiDa 60 a 60 giorni lavorativi
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