✕
Integrand
Integral
Chaotic Gradient Descent
Eigenvalue Dynamics & Loss Landscapes
60 FPS
Bifurcation / Map
MODE: LANDSCAPE
Optimization Target
MINIMIZE (DESCENT)
Weight Matrix Model
Combined Zeta/Eta Relation
Real Part: R_η(σ, t)
Imaginary Part: I_η(σ, t)
Ackley Function
Schwefel (Deceptive Global)
The Whip (Infinite Freq)
Double Well
Ricker Map
Logistic Map
RUN LOOP
RESET
Summation Terms (N)
50
Max Learning Rate Limit
1.0
Current Rate ($\eta$ / $r$)
0.100
Sim Quality / Density
1.0x
Eigen-direction Weight ($w$)
0.50
Optimization History (Eigen-dynamics)
Visualization Settings
S-Plane Mesh
Z-Plane Mesh
Unit Circle
Pole Markers
Motion Trails
Integral Probe
Z-Graph Continuous
S-Plane (Complex)
Stable Left
|
Unstable Right
Z-Plane (Discrete)
Stable Inside
|
Unstable Outside