Intelligent and Soft Computing in Infrastructure Systems Engineering Recent Advances

Lingua: inglese

Editore: Springer, 2012

3642261507 / 9783642261503

Da: Home-set, Mannheim, GermaniaHome-set

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Venditore AbeBooks dal 13 aprile 2026

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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. Sprache: Englisch Gewicht in Gramm: 511.…

Titolo
Intelligent and Soft Computing in Infrastructure Systems Engineering Recent Advances
Editore
Springer
Anno di pubblicazione
2012
Condizione
Neu
Rilegatura
Softcover/Taschenbuch
Lingua
inglese
ISBN 10
3642261507
ISBN 13
9783642261503
Peso dell'articolo
511 grammi

Home-set

Mannheim, Germania

Venditore con 5 stelle

Venditore AbeBooks dal 13 aprile 2026

Tariffe di spedizione da Germania a U.S.A.

ArticoloDa 10 a 12 giorni lavorativiDa 8 a 10 giorni lavorativi
Primo articoloEUR 49,90EUR 75,00
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Germania