python-project/elimination_process_flowchart at main · 3364363522/python-project · GitHub

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// New Elimination Mechanism Flowchart
digraph New_Elimination_Mechanism {
	dpi=300 rankdir=TB size="10,12"
	node [fillcolor=white fontname=Helvetica shape=rect style="rounded,filled"]
	edge [fontname=Helvetica fontsize=10]
	Start [label="Week w Starts" fillcolor="#E0E0E0" shape=oval]
	Input [label="Inputs:
Raw Judge Scores (J)
Raw Fan Votes (F)" fillcolor="#FFFACD" shape=parallelogram]
	Norm_J [label="Normalize Judge Scores
Standardization" fillcolor="#E6F3FF"]
	Trans_F [label="Transform Fan Votes
Concave Function: g(f) = (f+ε)^γ" fillcolor="#E6F3FF"]
	Dyn_Weight [label="Calculate Dynamic Weight α_w
(Time-dependent)" fillcolor="#E6F3FF"]
	Calc_S [label="Calculate Safety Score (S_iw)
S = α * J_norm + (1-α) * g(f)" fillcolor="#D1E8E2" penwidth=2 style=filled]
	Rank [label="Rank Contestants by S_iw"]
	Identify_B3 [label="Identify Bottom-3 Set (B_w)
Lowest 3 S_iw scores" fillcolor="#FFE4E1" shape=hexagon]
	Fan_Save [label="Step 1: Fan Save
Select i* in B_w with Max Fan Score g(f)" fillcolor="#FFD700"]
	Safe_1 [label="Contestant i* is Safe" fillcolor="#90EE90" shape=oval]
	Remain_2 [label="Remaining 2 Contestants
(Risk Set)" shape=rect]
	Check_Save [label="Decision:
Do Judges have Save Opportunity
AND choose to use it?" fillcolor="#FFB6C1" shape=diamond]
	Judge_Vote [label="Judges Vote to Save One" fillcolor="#FFD700"]
	Use_Token [label="Decrement Save Token Count" shape=rect style=dashed]
	Elim_Other [label="Eliminate the Non-Saved Contestant" fillcolor="#FF6347" fontcolor=white shape=rect]
	Elim_Low_S [label="Eliminate Contestant
with lower Safety Score S_iw" fillcolor="#FF6347" fontcolor=white shape=rect]
	Next_Week [label="Update Roster
Proceed to Week w+1" fillcolor="#E0E0E0" shape=oval]
	Start -> Input
	Input -> Norm_J
	Input -> Trans_F
	Input -> Dyn_Weight
	Norm_J -> Calc_S
	Trans_F -> Calc_S
	Dyn_Weight -> Calc_S
	Calc_S -> Rank
	Rank -> Identify_B3
	Identify_B3 -> Fan_Save [label="Intervention Start"]
	Fan_Save -> Safe_1
	Fan_Save -> Remain_2
	Safe_1 -> Next_Week [style=dashed]
	Remain_2 -> Check_Save
	Check_Save -> Judge_Vote [label=Yes]
	Judge_Vote -> Use_Token
	Judge_Vote -> Elim_Other
	Elim_Other -> Next_Week
	Check_Save -> Elim_Low_S [label="No (Default)"]
	Elim_Low_S -> Next_Week
}