⍝ Quantum Error Correction: APL Code Generator ⍝ Systematic exploration of stabilizer codes ⍝ Generates candidate codes and tests properties ∇ result ← GenerateStabilizerCode n k;S;i;j;pauli ⍝ Generate random stabilizer code [[n,k,d]] ⍝ n: physical qubits, k: logical qubits ⍝ Need n-k stabilizer generators S ← ⍬ :For i :In ⍳(n-k) ⍝ Random Pauli string (I,X,Y,Z = 0,1,2,3) pauli ← ?(n⍴4) S ← S,⊂pauli :EndFor ⍝ Verify commutativity (all stabilizers must commute) :If ~VerifyCommutativity S result ← ⍬ ⍝ Invalid code →0 :EndIf ⍝ Compute distance (simplified) d ← ComputeDistance S n result ← (n k d S) ∇ ∇ valid ← VerifyCommutativity stabilizers;s1;s2 ⍝ Check if all stabilizers commute valid ← 1 :For s1 :In stabilizers :For s2 :In stabilizers :If ~Commute s1 s2 valid ← 0 →0 :EndIf :EndFor :EndFor ∇ ∇ commutes ← Commute p1 p2;pauli_product ⍝ Check if two Pauli strings commute ⍝ Pauli strings commute if they differ in even number of positions ⍝ where both are non-identity and different pauli_product ← +/((p1≠0)∧(p2≠0)∧(p1≠p2)) commutes ← ~2|pauli_product ⍝ Even number of anti-commuting pairs ∇ ∇ d ← ComputeDistance stabilizers n;min_weight;weight;error ⍝ Compute code distance (minimum weight logical operator) ⍝ Simplified: search for low-weight errors min_weight ← n ⍝ Start with maximum ⍝ Search for errors of weight 1, 2, 3, ... :For weight :In ⍳3 :For each error of weight weight ⍝ Check if error commutes with all stabilizers ⍝ but is not in stabilizer group :If (CommutesWithAll error stabilizers) ∧ (~InStabilizerGroup error stabilizers) min_weight ← ⌊/min_weight weight :EndIf :EndFor :EndFor d ← min_weight ∇ ∇ result ← SearchCodeSpace n_min n_max;best_code;best_score;code;score ⍝ Systematic search over code parameters best_code ← ⍬ best_score ← 0 :For n :In ⍳(n_max-n_min+1)+n_min-1 :For k :In ⍳n-1 code ← GenerateStabilizerCode n k :If code ≢ ⍬ ⍝ Valid code ⍝ Score: balance rate, distance, and threshold rate ← k÷n score ← rate × code[3] × 0.01 ⍝ Simplified threshold :If score > best_score best_score ← score best_code ← code ⎕←'Found: [[',n,',',k,',',code[3],']] rate=',rate :EndIf :EndIf :EndFor :EndFor result ← (best_code best_score) ∇ ∇ sealed ← SealToWORM code;hash;timestamp ⍝ Seal discovered code to WORM ledger hash ← SHA256 ⍕code timestamp ← ⍕⎕TS sealed ← 'qec-',hash,'-',timestamp ⍝ Append to ledger 'qec_worm.jsonl' AppendToFile sealed,'|',⍕code ∇ ⍝ Known codes for comparison ∇ codes ← KnownCodes ⍝ Return list of known quantum codes codes ← ⊂ (5,1,3) ⍝ Perfect code (7,1,3) ⍝ Steane code (9,1,3) ⍝ Shor code (23,1,7) ⍝ Golay-based code ∇ ⍝ Surface code benchmark ∇ surface ← SurfaceCode d ⍝ Surface code with distance d ⍝ Uses 2d²-1 physical qubits, encodes 1 logical qubit surface ← (2×d*2)-1 surface ← (surface,1,d) ∇ ⍝ Example usage: ⍝ result ← SearchCodeSpace 5 15 ⍝ best_code ← result[1] ⍝ best_score ← result[2] ⍝ SealToWORM best_code