Utilize an ant colony algorithm to assign reliability and minimize costs for the complex system
Ghazi Abdullah, Zahir Abdul Haddi Hassan
Abstract
In this article, the reliability of a complex network has been calculated as a complex system using limited paths. The reliability of this system has been assigned to explore alternate ways assignment of reliability values on reducing the total expense of the process. Among the initial findings were: 1. To quantify Comprehensive device costs, three cost functions were used: The paradigm of exponential behavior, the exponential behavior model and finally, there's the logarithm model.2. Solving the challenges of maximizing the dynamic system's reliability, the reliability of each part of the system was determined using the ant colony optimization (ACO) algorithm.
Topics & Concepts
Reliability (semiconductor)Ant colony optimization algorithmsLogarithmExponential functionComputer scienceProcess (computing)Mathematical optimizationAnt colonyReliability theoryReliability engineeringAlgorithmMathematicsEngineeringFailure rateMathematical analysisPhysicsOperating systemQuantum mechanicsPower (physics)Reliability and Maintenance OptimizationStatistical Distribution Estimation and ApplicationsMetaheuristic Optimization Algorithms Research