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@finite-logic/cognito-route

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Focus: Complex Resource Allocation (Simulated Annealing Heuristic)

github.com/Akshayadeveloper/finite-logic-cognito-route

Akshayadeveloper/finite-logic-cognito-route

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# finite-logic-cognito-route <b>Focus:</b> Complex Resource Allocation (Simulated Annealing Heuristic) <b>FINITE LOGIC: CognitoRoute - Dynamic Resource Scheduler</b> CognitoRoute uses Simulated Annealing (a powerful metaheuristic) to find near-optimal solutions for highly constrained, non-linear scheduling and resource allocation problems. It is designed to optimize complex cost functions (e.g., minimizing cloud cost while maximizing latency guarantees) where simple greedy algorithms fail. <b>Solved Problem: </b> Classic scheduling problems often have too many variables for brute-force or linear programming. CognitoRoute efficiently explores the solution space, avoiding local optima to find the best possible compromise in resource management, achieving greater resource utilization and efficiency.