BioPhys-Neural-Agent / src /multidisciplinary_optimization.rs
minseok
๐ŸŒŒ Release BioPhys 6.0 Grand Master: 16GB (14.89GB) Gemma-4 100% Devour, Ecosystem Evolution, Solar MoE, SNN Autoregressive SDK, Dynamic PhaseVM
be99550
Raw
History Blame Contribute Delete
1.2 kB
// ๐ŸŒŒ ๋ฒ”ํ•™์ œ์  ์ตœ์ ํ™” ๋ชจ๋“ˆ (๋ชจ๋“  ๊ณผํ•™ ๋ถ„์•ผ ์œตํ•ฉ)
pub struct QuantumSuperposition {
pub states: Vec<u32>, // ์ค‘์ฒฉ๋œ ์ƒํƒœ๋“ค
}
impl QuantumSuperposition {
pub fn collapse(&self) -> u32 {
// ๊ด€์ธก ์‹œ์ ์— ๋‹จ ํ•˜๋‚˜์˜ ์ƒํƒœ๋กœ ๋ถ•๊ดด
self.states.iter().fold(0, |acc, &x| acc ^ x)
}
}
pub struct RemSleepPruner;
impl RemSleepPruner {
pub fn synaptic_pruning(weights: &mut [u32], usage_heatmap: &[f32]) {
// ์ƒ๋ฌผํ•™์  ์ˆ˜๋ฉด: ์‚ฌ์šฉ ๋นˆ๋„๊ฐ€ ๋‚ฎ์€ ์‹œ๋ƒ…์Šค๋ฅผ 0์œผ๋กœ ๊ฐ€์ง€์น˜๊ธฐ (Sparsity ๊ทน๋Œ€ํ™”)
for (w, &heat) in weights.iter_mut().zip(usage_heatmap.iter()) {
if heat < 0.1 { *w = 0; } // ๋ง๊ฐ
}
}
}
pub struct DnaSequenceMatcher;
impl DnaSequenceMatcher {
pub fn fuzzy_attention(query: u32, key_sequence: &[u32]) -> usize {
// ์ƒ๋ฌผ์ •๋ณดํ•™ BLAST ์•Œ๊ณ ๋ฆฌ์ฆ˜: ๋‚ด์ ์ด ์•„๋‹Œ O(N) ์œ ์ „์ž ์„œ์—ด ๋งค์นญ
key_sequence.iter()
.map(|&k| (query ^ k).count_zeros()) // ์ผ์น˜ํ•˜๋Š” ์—ผ๊ธฐ(๋น„ํŠธ) ์ˆ˜
.enumerate()
.max_by_key(|&(_, match_score)| match_score)
.map(|(idx, _)| idx)
.unwrap_or(0)
}
}