---
pattern_id: pattern_20260518_1bfb99e13c
applicable_symptoms: [20260518_1bfb99e13c]
domain: Planning_Decision
---

# MOCK: # Symptom: Quantum Simulator Decoherence During Variational Optimisation

**Domain**: `Planning_Decision`

## Fix

MOCK fix: clamp output, add hysteresis, reduce gain

## Anti-pattern

MOCK anti-pattern: blindly increased gain

## Cross-domain analogies

- **Perception_Vision** → MOCK insight bridging the two domains via shared limiter mechanism.
  - related fix: Propose a multimodal occupancy perception system that fuses vision, depth, and other sensor data into a unified occupancy representation for humanoid robots.
- **Learning_Training** → MOCK insight bridging the two domains via shared limiter mechanism.
  - related fix: Apply dropout operations at multiple feature scales (activations, channels, spatial regions, entire feature maps) to regularize training.
- **Control_Locomotion** → MOCK insight bridging the two domains via shared limiter mechanism.
  - related fix: Closed-loop controller that reconciles a local metric map with high-level navigation commands, generating continuous local trajectories from monocular depth and traversability estimates in real-time.

## Patch

```diff
--- 20260518_1bfb99e13c.before.py
+++ 20260518_1bfb99e13c.after.py
@@ -1,2 +1,4 @@
-# --- BEFORE (vulnerable to the symptom below) ---

+# --- AFTER (ROSCLAW heuristic graft) ---

 # Symptom: MOCK: # Symptom: Quantum Simulator Decoherence During Variational Optimisation

+# Fix    : MOCK fix: clamp output, add hysteresis, reduce gain

+# Avoid  : MOCK anti-pattern: blindly increased gain

```
