BOT projects plays s vital role in development of infrastructure of the country. A BOT projects involves many parties were dispute can probably occur, which when not resolved on time becomes very expensive in terms of finances, personnel, time, and opportunity costs. In order to minimize dispute data is collected from various construction firms with the help of questionnaire survey, which consist of 5 point scale (1-5, 1-very poor influence to 5 very strong influence) were respondents are requested to rate the factors with their degree of involvement in the arousal of disputes. Analysis shall be done by using SPSS software for identification of 20 factors and then developing neural networks model in resolving disputes. In doing so identified factors influencing the arousal of disputes will be fed to artificial neural network and a network building will be done. Various iterations shall help to assess the effect of change in network parameters. Comparison of their results made in the study gives an optimum combination of parameters for effective resolution of disputes using neural network.
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