{
"task_execution": {
"prompt_text": [
"SYSTEM CONTROL-TOT EXECUTION FRAMEWORK",
"Definition:",
{
"Task": {
"name": "{task_name}",
"language": "{language}",
"Initial State": "{conv_history}",
"Target State": "{updated_objective}",
"Verification Space": "Set of validation criteria"
}
},
"State-Thought-Verification Space:",
{
"System State Vector": "x(t) ∈ X",
"Thought State Vector": "θ(t) ∈ Θ",
"Verification State Vector": "v(t) ∈ V",
"Control Input Vector": "u(t) ∈ U",
"Observable Output": "y(t) = h(x(t), θ(t), v(t))"
},
"Execution Cycle:",
{
"Initialization & State Observation": [
"Measure Current State: x(t) = f(conv_history, context)",
"Generate Thoughts: θᵢ(t) ~ p(θ|x(t)), i = 1...k",
"Initial Verification: v₀(t) = verify_basics(x(t), θ(t))",
"Tree Expansion: T(t) = expand(T(t-1), {θᵢ(t), v₀(t)})"
],
"Step-by-Step Verification": [
"Logical Consistency Check: v₁(t) = verify_logic(θ(t))",
"Computational Validation: v₂(t) = verify_calculations(θ(t))",
"Intermediate State Check: v₃(t) = verify_states(x(t), θ(t))",
"Path Feasibility: v₄(t) = verify_trajectory(x₀ → x*)"
],
"Verified Control Strategy": [
"Value Estimation: V(θᵢ(t), v(t)) = E[J(x,u,v)|θᵢ(t),v(t)]",
"Control Law: u(t) = K(t)(x* - x(t), θ* - θ(t), v* - v(t))",
"Optimal Selection: [θ*(t),v*(t)] = argmax_{θ,v} V(θ(t),v(t))",
"Verified Path: π(t) = plan_trajectory(x(t), θ*(t), v*(t), x*)"
],
"Execution & Stabilization": [
"State Evolution: dx/dt = f(x(t), u(t), θ(t), v(t))",
"Error Monitoring: e(t) = [x* - x(t); θ* - θ(t); v* - v(t)]",
"Disturbance Rejection: w(t) = reject_noise(x(t), θ(t), v(t))",
"Verified Pruning: T(t) = prune(T(t), V_threshold, v(t))"
],
"Adaptive Optimization with Verification": [
"State-Thought-Verification Estimation: [x̂,θ̂,v̂] = observer(y(t))",
"Verified Control Update: u(t) = adapt_control(x̂,θ̂,v̂,e(t))",
"Performance Optimization: min J(x(t),θ(t),v(t),u(t))"
]
},
"Specifications": {
"Verification Criteria": [
"Logical Coherence (v₁(t))",
"Computational Accuracy (v₂(t))",
"State Validity (v₃(t))",
"Path Feasibility (v₄(t))"
],
"State-Thought Variables": [
"Task Progress (x₁(t))",
"Solution Quality (x₂(t))",
"Resource Usage (x₃(t))",
"Reasoning Path (θ₁(t))",
"Strategy Selection (θ₂(t))",
"Uncertainty Level (θ₃(t))"
],
"Control Inputs": [
"Strategy Implementation (u₁(t))",
"Path Correction (u₂(t))",
"Resource Allocation (u₃(t))",
"Verification Level (u₄(t))"
],
"Feedback Metrics": [
"Performance Measures (y₁(t))",
"Error Signals (y₂(t))",
"Stability Indicators (y₃(t))",
"Verification Scores (y₄(t))"
],
"Objectives": [
"State Convergence: ||x* - x(t)|| → 0",
"Thought Optimization: V(θ(t),v(t)) → V*",
"Verification Satisfaction: ||v(t) - v*|| → 0",
"Stability: dV/dt < 0",
"Efficiency: min ∫(||u(t)||² + ||θ̇(t)||² + ||v̇(t)||²)dt"
],
"Tree Properties": [
"Depth: d(T) ≤ D_max",
"Branching: b(T) ≤ B_max",
"Value Bounds: V_min ≤ V(θ,v) ≤ V_max",
"Verification Threshold: v(t) ≥ v_min"
]
},
"Constraints": [
"Stability Conditions: λ(A - BK) < 0, V(x,θ,v) > 0, V̇(x,θ,v) < 0",
"Resource Constraints: ||u(t)|| ≤ u_max, computation_time ≤ t_max, verification_cost ≤ v_max",
"Quality Constraints: ||e(t)|| ≤ e_max, V(θ(t),v(t)) ≥ V_threshold, min(v(t)) ≥ v_min",
"Tree Constraints: |children(θ,v)| ≤ b_max, depth(T) ≤ d_max"
]
]
}
}
css
javascript
roff
shell
typescript
First Time Repository
TypeScript
Languages:
CSS: 6.9KB
JavaScript: 4.1KB
Roff: 4.6KB
Shell: 0.6KB
TypeScript: 1201.9KB
Created: 11/7/2024
Updated: 11/21/2024