[**@s4ai/core Documentation v0.3.23**](../../../README.md) *** [@s4ai/core Documentation](../../../modules.md) / [intelligence/quantum-reasoning-v3](../README.md) / QuantumReasoningV3 # Class: QuantumReasoningV3 Defined in: intelligence/quantum-reasoning-v3.js:34 CONSOLIDATION NOTE (Feb 3, 2026): This file now serves as the canonical quantum reasoning engine for S4Ai. QuantumReasoningV2 has been merged into this version for compatibility. All advanced algorithms (Grover, VQE, QAOC, Annealing) are available. Backward Compatibility: - QuantumReasoningV3 (primary) - Use this for new code - QuantumReasoningV2 (alias) - Maintained for legacy imports ## Extends - [`Revenue`](../../../@s4ai/core/business/variables/Revenue.md) ## Extended by - [`QuantumReasoningV2`](QuantumReasoningV2.md) ## Constructors ### Constructor > **new QuantumReasoningV3**(`config?`): `QuantumReasoningV3` Defined in: intelligence/quantum-reasoning-v3.js:35 #### Parameters ##### config? #### Returns `QuantumReasoningV3` #### Overrides `EventEmitter.constructor` ## Properties ### amplificationFactor > **amplificationFactor**: `number` Defined in: intelligence/quantum-reasoning-v3.js:53 *** ### annealingEnergyLandscape > **annealingEnergyLandscape**: `Map`\<`any`, `any`\> Defined in: intelligence/quantum-reasoning-v3.js:62 *** ### annealingSchedule > **annealingSchedule**: `any`[] Defined in: intelligence/quantum-reasoning-v3.js:61 *** ### config > **config**: `object` Defined in: intelligence/quantum-reasoning-v3.js:37 #### classicalIterations > **classicalIterations**: `any` #### depth > **depth**: `any` #### entropyThreshold > **entropyThreshold**: `any` #### qubits > **qubits**: `any` #### semanticDimensions > **semanticDimensions**: `any` *** ### correlationGraph > **correlationGraph**: `Map`\<`any`, `any`\> Defined in: intelligence/quantum-reasoning-v3.js:48 *** ### decisionHistory > **decisionHistory**: `any`[] Defined in: intelligence/quantum-reasoning-v3.js:47 *** ### energyHistory > **energyHistory**: `any`[] Defined in: intelligence/quantum-reasoning-v3.js:58 *** ### entanglementNetwork > **entanglementNetwork**: `Map`\<`any`, `any`\> Defined in: intelligence/quantum-reasoning-v3.js:66 *** ### groverIterations > **groverIterations**: `number` Defined in: intelligence/quantum-reasoning-v3.js:52 *** ### mixingAngles > **mixingAngles**: `any`[] Defined in: intelligence/quantum-reasoning-v3.js:70 *** ### oracleTargets > **oracleTargets**: `Set`\<`any`\> Defined in: intelligence/quantum-reasoning-v3.js:51 *** ### parameterizedCircuits > **parameterizedCircuits**: `Map`\<`any`, `any`\> Defined in: intelligence/quantum-reasoning-v3.js:56 *** ### problemAngles > **problemAngles**: `any`[] Defined in: intelligence/quantum-reasoning-v3.js:71 *** ### qaocLayers > **qaocLayers**: `any`[] Defined in: intelligence/quantum-reasoning-v3.js:69 *** ### quantumState > **quantumState**: `any`[] Defined in: intelligence/quantum-reasoning-v3.js:46 *** ### semanticEmbeddings > **semanticEmbeddings**: `Map`\<`any`, `any`\> Defined in: intelligence/quantum-reasoning-v3.js:65 *** ### variationalParameters > **variationalParameters**: `any`[] Defined in: intelligence/quantum-reasoning-v3.js:57 ## Methods ### applyDiffusion() > **applyDiffusion**(): `void` Defined in: intelligence/quantum-reasoning-v3.js:127 #### Returns `void` *** ### applyOracle() > **applyOracle**(): `void` Defined in: intelligence/quantum-reasoning-v3.js:118 #### Returns `void` *** ### calculateConceptSimilarity() > **calculateConceptSimilarity**(`concept1`, `concept2`): `number` Defined in: intelligence/quantum-reasoning-v3.js:411 #### Parameters ##### concept1 `any` ##### concept2 `any` #### Returns `number` *** ### calculateGroverConfidence() > **calculateGroverConfidence**(`iterations`): `number` Defined in: intelligence/quantum-reasoning-v3.js:145 #### Parameters ##### iterations `any` #### Returns `number` *** ### calculateVQEConvergence() > **calculateVQEConvergence**(): `number` Defined in: intelligence/quantum-reasoning-v3.js:248 #### Returns `number` *** ### createParameterizedCircuit() > **createParameterizedCircuit**(`parameters`): `object` Defined in: intelligence/quantum-reasoning-v3.js:197 #### Parameters ##### parameters `any` #### Returns `object` ##### layers > **layers**: `never`[] = `[]` ##### parameters > **parameters**: `any` *** ### createSemanticNetwork() > **createSemanticNetwork**(`concepts`): `object` Defined in: intelligence/quantum-reasoning-v3.js:362 Semantic Entanglement Network #### Parameters ##### concepts `any` #### Returns `object` ##### conceptsEmbedded > **conceptsEmbedded**: `any` = `concepts.length` ##### entanglements > **entanglements**: `number` ##### networkDensity > **networkDensity**: `number` ##### semanticDimensions > **semanticDimensions**: `any` *** ### evaluateHamiltonian() > **evaluateHamiltonian**(`initialWeight`, `finalWeight`, `problem`): `number` Defined in: intelligence/quantum-reasoning-v3.js:301 #### Parameters ##### initialWeight `any` ##### finalWeight `any` ##### problem `any` #### Returns `number` *** ### executeQAOCLayer() > **executeQAOCLayer**(`problem`, `problemAngle`, `mixingAngle`): `Promise`\<\{ `energy`: `number`; `improvement`: `number`; `mixingAngle`: `any`; `problemAngle`: `any`; \}\> Defined in: intelligence/quantum-reasoning-v3.js:347 #### Parameters ##### problem `any` ##### problemAngle `any` ##### mixingAngle `any` #### Returns `Promise`\<\{ `energy`: `number`; `improvement`: `number`; `mixingAngle`: `any`; `problemAngle`: `any`; \}\> *** ### executeVQECircuit() > **executeVQECircuit**(`circuit`, `problem`, `constraints`): `Promise`\<`number`\> Defined in: intelligence/quantum-reasoning-v3.js:224 #### Parameters ##### circuit `any` ##### problem `any` ##### constraints `any` #### Returns `Promise`\<`number`\> *** ### generateEntanglingGates() > **generateEntanglingGates**(): `object`[] Defined in: intelligence/quantum-reasoning-v3.js:215 #### Returns `object`[] *** ### generateSemanticEmbedding() > **generateSemanticEmbedding**(`concept`): `object` Defined in: intelligence/quantum-reasoning-v3.js:398 #### Parameters ##### concept `any` #### Returns `object` ##### concept > **concept**: `any` ##### norm > **norm**: `number` ##### vector > **vector**: `number`[] = `embedding` *** ### generateVariationalParameters() > **generateVariationalParameters**(): `number`[] Defined in: intelligence/quantum-reasoning-v3.js:192 #### Returns `number`[] *** ### getReasoningMetrics() > **getReasoningMetrics**(): `object` Defined in: intelligence/quantum-reasoning-v3.js:490 #### Returns `object` ##### amplificationFactor > **amplificationFactor**: `number` ##### avgDecisionConfidence > **avgDecisionConfidence**: `number` ##### bestVQEEnergy > **bestVQEEnergy**: `number` \| `null` ##### decisionHistorySize > **decisionHistorySize**: `number` ##### depth > **depth**: `any` ##### entanglementNetworkSize > **entanglementNetworkSize**: `number` ##### groversIterations > **groversIterations**: `number` ##### qaocLayers > **qaocLayers**: `number` ##### qubits > **qubits**: `any` ##### semanticNetworkSize > **semanticNetworkSize**: `number` ##### vqeIterations > **vqeIterations**: `number` *** ### groversAlgorithm() > **groversAlgorithm**(`problem`, `solutions`): `Promise`\<\{ `algorithm`: `string`; `amplificationFactor`: `number`; `confidence`: `number`; `iterations`: `number`; `measurementResult`: `number`; `optimalSolution`: `any`; `problem`: `any`; `searchSpace`: `any`; `timestamp`: `string`; \}\> Defined in: intelligence/quantum-reasoning-v3.js:87 Grover's Algorithm: Amplify marked solutions #### Parameters ##### problem `any` ##### solutions `any` #### Returns `Promise`\<\{ `algorithm`: `string`; `amplificationFactor`: `number`; `confidence`: `number`; `iterations`: `number`; `measurementResult`: `number`; `optimalSolution`: `any`; `problem`: `any`; `searchSpace`: `any`; `timestamp`: `string`; \}\> *** ### hybridDecision() > **hybridDecision**(`problem`, `alternatives`): `Promise`\<\{ `bestChoice`: \{ `alternative`: `any`; `classicalScore`: `any`; `hybridScore`: `number`; `quantumScore`: `number`; \}; `classicalInfluence`: `any`; `hybridConfidence`: `number`; `problem`: `any`; `quantumInfluence`: `number`; `recommendations`: `object`[]; `timestamp`: `string`; \}\> Defined in: intelligence/quantum-reasoning-v3.js:430 Hybrid Quantum-Classical Decision Making #### Parameters ##### problem `any` ##### alternatives `any` #### Returns `Promise`\<\{ `bestChoice`: \{ `alternative`: `any`; `classicalScore`: `any`; `hybridScore`: `number`; `quantumScore`: `number`; \}; `classicalInfluence`: `any`; `hybridConfidence`: `number`; `problem`: `any`; `quantumInfluence`: `number`; `recommendations`: `object`[]; `timestamp`: `string`; \}\> *** ### initializeQuantumState() > **initializeQuantumState**(): `any`[] Defined in: intelligence/quantum-reasoning-v3.js:76 #### Returns `any`[] *** ### isSolutionTarget() > **isSolutionTarget**(`index`): `boolean` Defined in: intelligence/quantum-reasoning-v3.js:140 #### Parameters ##### index `any` #### Returns `boolean` *** ### measureQuantumState() > **measureQuantumState**(): `number` Defined in: intelligence/quantum-reasoning-v3.js:474 #### Returns `number` *** ### meetsConstraint() > **meetsConstraint**(`value`, `constraint`): `boolean` Defined in: intelligence/quantum-reasoning-v3.js:238 #### Parameters ##### value `any` ##### constraint `any` #### Returns `boolean` *** ### qaoc() > **qaoc**(`problem`, `maxIterations?`): `Promise`\<\{ `algorithm`: `string`; `approximationRatio`: `number`; `bestEnergy`: `number`; `layers`: `number`; `mixingAngles`: `any`[]; `problem`: `any`; `problemAngles`: `any`[]; `timestamp`: `string`; \}\> Defined in: intelligence/quantum-reasoning-v3.js:311 Quantum Approximate Optimization Circuit (QAOC) #### Parameters ##### problem `any` ##### maxIterations? `number` = `10` #### Returns `Promise`\<\{ `algorithm`: `string`; `approximationRatio`: `number`; `bestEnergy`: `number`; `layers`: `number`; `mixingAngles`: `any`[]; `problem`: `any`; `problemAngles`: `any`[]; `timestamp`: `string`; \}\> *** ### quantumAnnealing() > **quantumAnnealing**(`problem`): `Promise`\<\{ `algorithm`: `string`; `energyTrajectory`: `object`[]; `groundStateApproximation`: `number`; `optimalEnergy`: `number`; `optimalSchedule`: `number`; `problem`: `any`; `steps`: `number`; `timestamp`: `string`; \}\> Defined in: intelligence/quantum-reasoning-v3.js:258 Quantum Annealing: Adiabatic optimization #### Parameters ##### problem `any` #### Returns `Promise`\<\{ `algorithm`: `string`; `energyTrajectory`: `object`[]; `groundStateApproximation`: `number`; `optimalEnergy`: `number`; `optimalSchedule`: `number`; `problem`: `any`; `steps`: `number`; `timestamp`: `string`; \}\> *** ### vqeOptimization() > **vqeOptimization**(`problem`, `constraints?`): `Promise`\<\{ `algorithm`: `string`; `ansatzDepth`: `any`; `bestEnergy`: `number`; `bestParameters`: `any`[]; `convergence`: `number`; `iterations`: `any`; `problem`: `any`; `timestamp`: `string`; \}\> Defined in: intelligence/quantum-reasoning-v3.js:155 VQE: Variational Quantum Eigensolver for optimization #### Parameters ##### problem `any` ##### constraints? #### Returns `Promise`\<\{ `algorithm`: `string`; `ansatzDepth`: `any`; `bestEnergy`: `number`; `bestParameters`: `any`[]; `convergence`: `number`; `iterations`: `any`; `problem`: `any`; `timestamp`: `string`; \}\>