2023

2023-12-17

Add
- BestVariable will report the WorstValue, BestValue and Imporved.
Fixed
- Uncertainty will sort the getter_PredictedData by NSE order in result_pro.get_result_LHS().
- Fortran code will also treat 0 TSS.

Changed
- Improved Genetic Algorithm calculation speed, and the GA result log will get a better description.
- Change GA objective funciton from 1 - NSE to NSE, and changed GA_Ranking() and GA_Reins(). So the goal changes to find the maximum value of NSE.

Added
- Add Variable sheet to ResultGA_Band.xlsx.
- Add ProjectGA_VariableNSE.png figure.

Changed
- OpenBLAS threads will set to be the cpu number if not specified.
- OpenMP threads will set to be the cpu number if not specified.

Added
- If auto plot is True, it will open the figure automatically.
Changed
- GA will be calculated in only 1 time (don't need to do the simulation again), the best result will be written in repot.md.

Fixed
- GA calculation can show correct progress time in progress_time.log.
- Parameter in Solution.Variable will change to corresponding time unit.
- Fixed pBioRate and pBioComponent from BioRate and BioComponent in "call get_BioRate(pBioRate, BioParameter, pBioComponent)" in Kernel.get_Kernel_Evaluation().
Changed
- After GA calculation, there is not need to do Simulation again to get the best resulut. It will be parse directly from result_Variable_NSE and getter_PredictedData.
- If decimal length cannot cover the boundary in Solution.Variable, it will enlarge (the max decimal length of Variable['Value'], Variable['InitialValue'], Variable['UpperBound'] and Variable['LowerBound'] plus 2), or you can enlarge it yourself. At the mean time, Checker.check_Variable_Boundary_Ind_length will be deleted.
- Shut down the KS calculaiton funciton for now.

Changed
- Parameter time unit support 'hour', 'mintue' and 'second'.
- Remove TimeUnit_Parameter_second, cause it will always be 1.