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Angular deceleration vs time_
| Parameters | Definition |
|---|---|
| λ | Cell rate of developing cancer |
| g | Competence of transport |
| β1 | Immune cells effects |
| β3 | Transporting cancer cell nutrients and sanctioning metastasis |
| ϕ1, ϕ2, ϕ3 | Growth factor effects |
| θ | Time |
| β2 | Association in immunity cells and cancer growing |
| δ | Remaining parts of the body and spreading of death rate of cancer cells |
| μ | Spreading rate of the cells of cancer via lungs tissue using the outstanding body organs |
| γ | Rate of cancer cells based tissue expanding in lungs to remaining parts of bod |
| k1, k2, k3 | Initial conditions (ICs) |
Training procedure for the FLCOS using the LMBP_
| Case | MSE(Train) | MSE(Validation) | MSE(Testing) | Performance | Gradient | Mu | Iteration | Complexity |
|---|---|---|---|---|---|---|---|---|
| 1 | 3.10307x10−11 | 2.81833x10−11 | 6.62677x10−11 | 3.10x10−11 | 4.81x10−09 | 1.00x10−12 | 31 | 1 sec |
| 2 | 5.70217x10−09 | 8.91222x10−09 | 7.17650x10−09 | 5.70x10−09 | 7.23x10−08 | 1.00x10−11 | 14 | 1 sec |
| 3 | 5.54041x10−09 | 8.50954x10−09 | 8.88814x10−09 | 5.54x10−09 | 2.98x10−08 | 1.00x10−10 | 07 | 1 sec |