tasq/node_modules/agentdb/dist/simulation/scenarios/latent-space/hypergraph-exploration.d.ts

51 lines
1.6 KiB
TypeScript

/**
* Hypergraph Exploration for Multi-Agent Relationships
*
* Based on: advanced-architectures.md
* Explores hypergraph structures (3+ node relationships) for modeling
* complex multi-agent collaboration patterns and causal relationships.
*
* Research Foundation:
* - Hyperedges connecting 3+ nodes
* - Multi-agent collaboration semantics
* - Complex causal relationship modeling
* - Cypher query performance on hypergraphs
*/
import type { SimulationScenario } from '../../types';
export interface HypergraphMetrics {
numNodes: number;
numHyperedges: number;
avgHyperedgeSize: number;
maxHyperedgeSize: number;
hypergraphDensity: number;
clusteringCoefficient: number;
smallWorldness: number;
collaborationGroups: number;
avgGroupSize: number;
taskCoverage: number;
cypherQueryLatencyMs: number;
hyperedgeTraversalMs: number;
patternMatchingMs: number;
causalChainLength: number;
causalBranchingFactor: number;
transitivityScore: number;
}
export interface HyperedgeType {
type: 'collaboration' | 'causal' | 'dependency' | 'composition';
nodes: number[];
weight: number;
metadata?: any;
}
/**
* Hypergraph Exploration Scenario
*
* This simulation:
* 1. Constructs hypergraphs with 3+ node relationships
* 2. Models multi-agent collaboration patterns
* 3. Analyzes complex causal relationships
* 4. Benchmarks Cypher query performance
* 5. Compares hypergraph vs standard graph representations
*/
export declare const hypergraphExplorationScenario: SimulationScenario;
export default hypergraphExplorationScenario;
//# sourceMappingURL=hypergraph-exploration.d.ts.map