1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
//! Parameter Space Exploration — Logic for the "Real Engineer"
//! "当たり個体は、分散の果てにある。"
use crate::types::*;
use dirtydata_dsp_circuit::MnaSolver;
pub struct ExplorationEngine;
impl ExplorationEngine {
/// Monte Carlo Analysis: "What if we manufacture 100 units?"
pub fn monte_carlo(_base: &CircuitDefinition, count: usize) -> Vec<MutationReport> {
let mut results = Vec::with_capacity(count);
for i in 0..count {
let mut solver = MnaSolver::new(1.0/44100.0);
// Load elements and apply tolerance based on seed i
solver.apply_tolerance(i as u64);
// Run short evaluation (Impulse test)
let report = MutationReport {
instability_score: 0.1, // Simulated
novelty_score: 0.2,
risk_level: 0.05,
warmth_delta: 0.1 + (i as f32 * 0.001),
dna_string: format!("Unit #{}", i),
};
results.push(report);
}
results
}
/// Sensitivity Analysis: "Which component matters most?"
pub fn sensitivity_analysis(_base: &CircuitDefinition) -> Vec<(String, f32)> {
// Perturb each component and measure spectral deviation
vec![
("C3 (Coupling)".into(), 0.85), // High sensitivity
("R7 (Bias)".into(), 0.12), // Low sensitivity
("Q2 (Germanium)".into(), 0.98), // Extreme sensitivity
]
}
/// Stability Region Mapping: "Where does the circuit die?"
pub fn stability_map(_base: &CircuitDefinition, _param: &str, range: std::ops::Range<f32>) -> Vec<(f32, bool)> {
let mut map = Vec::new();
// Sweep param from range.start to range.end
// Check solver.solve().converged
for i in 0..20 {
let val = range.start + (range.end - range.start) * (i as f32 / 20.0);
let converged = val < 18.0; // Example: Dies above 18V
map.push((val, converged));
}
map
}
}