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Application of neural network to find initial state of optimization parameters

Babakhani, A. R ; Sharif University of Technology | 2006

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  1. Type of Document: Article
  2. DOI: 10.1115/IMECE2006-13072
  3. Publisher: American Society of Mechanical Engineers (ASME) , 2006
  4. Abstract:
  5. This paper derives an estimated function made by simple Neural Network to find initial state of optimization parameters. It changes a system of differential equations with boundary values to a system of equations with initial values. So a lot of time would be saved to solve it. As a result, the system with differential equations will reach the desired final state. Copyright © 2006 by ASME
  6. Keywords:
  7. Boundary value problems ; Optimization ; Parameter estimation ; Problem solving ; Find initial state ; Optimization parameters ; Neural networks
  8. Source: 2006 ASME International Mechanical Engineering Congress and Exposition, IMECE2006, Chicago, IL, 5 November 2006 through 10 November 2006 ; 2006 ; 10716947 (ISSN); 0791837904 (ISBN); 9780791837900 (ISBN)
  9. URL: https://asmedigitalcollection.asme.org/IMECE/proceedings-abstract/IMECE2006/47683/641/323057