Catalyst design using artificial neural networks using GAMS

**Resources** ? * PAPER 1 * PAPER 2 * PAPER 3? * ANN MINLP CODE **Train the data in table 1 using an ANN program written using GAMS- Show that the ANN written predicts accurately and that table 2 (Testing pattern of network) can be reproduced- if not change the network configuration** **Train the data in table 1 using an ANN program using GAMS using an MINLP solver with binary variables implemented. Follow the method in Paper 2.****From the ANN derive equations to obtain the optimization problem.****The optimization problem should be expressed as shown in paper 2 under heading optimization 3.5 shown** **below:** max*(X*CH4*, S*C2 *)* = *f (xi )* s*.*t*.* 0 = *xi* = 1*,* *i* = Na*,* S*,*W*,* P*,* Zr*,*Mn **Once the optimization problem can be solved implement uncertainty and solve under this uncertainty.** **Paper 3 can be referred to for this.****Explain and discuss results and solutions found.** ## Deliverables please se files attached!