| Initialize |
| repeat |
| Employ and order the fitness values of chicken using Equations ((10)) and ((11)) |
| Isolate groups and select relations among chickens and hen using Equations ((12)), ((13)), and ((14)) |
| Updating the chicken’s solution till chicken’s swarm find the better solutions using Equation ((15)) |
| Memorizing the better solutions obtained so far |
| Until (Cycle = Max Cycle Numbers), Save best solutions |
| Assigning all networks input and outputs to DNN backpropagations |
| Initializing each weight from step 7 |
| repeat |
| Presenting the patterns to the networks |
| Propagating the inputs forward through the networks |
| for all layers in the networks |
| for all nodes in the layers |
| Compute the weighted sum of the input to the nodes |
| Add threshold to the sum |
| Compute activation for the nodes |
| end |
| end |
| Propagating the error backwards through the networks |
| for all nodes in the output layers |
| Compute error signals |
| end |
| for all hidden layers |
| for all nodes in the layers |
| Compute node’s signal errors |
| Updating every node’s weighted in the networks |
| end |
| end |
| Compute Global Errors |
| Compute the Errors Function |
| end |
| While ((max numbers of iteration < than specified)) |
