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Accurate Parameter Estimation of Contaminant Transport Inverse Problem using Paartaicle Swarm Optimization

Bharat, Tadikonda Venkata and Sivapullaiah, PV and Allam, MM (2008) Accurate Parameter Estimation of Contaminant Transport Inverse Problem using Paartaicle Swarm Optimization. In: 2008 IEEE Swarm Intelligence Symposium St., September 21-23, 2008, Louis MO USA.

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Abstract

Swarm Intelligence techniques such as particle swarm optimization (PSO) are shown to be incompetent for an accurate estimation of global solutions in several engineering applications. This problem is more severe in case of inverse optimization problems where fitness calculations are computationally expensive. In this work, a novel strategy is introduced to alleviate this problem. The proposed inverse model based on modified particle swarm optimization algorithm is applied for a contaminant transport inverse model. The inverse models based on standard-PSO and proposed-PSO are validated to estimate the accuracy of the models. The proposed model is shown to be out performing the standard one in terms of accuracy in parameter estimation. The preliminary results obtained using the proposed model is presented in this work.

Item Type: Conference Paper
Additional Information: Copyright 2008 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE
Department/Centre: Division of Mechanical Sciences > Civil Engineering
Date Deposited: 23 Sep 2011 08:45
Last Modified: 23 Sep 2011 08:45
URI: http://eprints.iisc.ernet.in/id/eprint/40745

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