Structural identification using physics-based models and subsequent prediction have much potential to enhance civil infrastructure asset-management decision-making. Interpreting monitoring information in the presence of multiple uncertainty sources systematic bias a model is computationally expensive task. The computational cost this task exponentially proportional number parameters updated dat...

fulfillment for the award of the degree of Master of Technology (Computer and Information Technology) is a bona-fide record of work carried out by him under our supervision and guidance. The thesis has fulfilled all the requirements as per the regulations of the Institute and, in our opinion, has reached the standard needed for submission. ii Acknowledgements The writing of this thesis has been...