Levenberg-Marquardt Algorithm for Karachi Stock Exchange Share Rates Forecasting

  title={Levenberg-Marquardt Algorithm for Karachi Stock Exchange Share Rates Forecasting},
  author={Syed Muhammad Aqil Burney and Tahseen Ahmed Jilani and Cemal Ardil},
Financial forecasting is an example of signal processing problems. A number of ways to train/learn the network are available. We have used Levenberg-Marquardt algorithm for error back-propagation for weight adjustment. Pre-processing of data has reduced much of the variation at large scale to small scale, reducing the variation of training data. Keywords— Gradient descent method, jacobian matrix. Levenberg-Marquardt algorithm, quadratic error surfaces, 
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