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Integrated system health management (ISHM) will be an important component of the future launching vehicles and satellites. ISHM uses large number of sensors to evaluate the condition of the entire system. It is responsible to take the necessary corrective actions and to change the course of action if the health of the system will not allow successful completion of the mission. In this paper, self...
The capacitated arc routing problem (CARP) arises in applications like waste collection or winter gritting. Exact algorithms are still limited to small problems and metaheuristics are required for large scale instances. The paper presents an improved genetic algorithm (GA) for solving an extended version of the CARP (ECARP) like prohibited turns or slop problem. This new algorithm improves the population...
This paper presents a new hybrid genetic algorithm (HGA) for the multiple depot capacitated arc routing problem (MDCARP) with homogeneous vehicles. This algorithm improves the traditional-genetic algorithm (TGA) on the basis of the partheno-genetic algorithm (PGA), which can avoid the premature convergence effectively and overcome the inefficient problem of existing heuristic algorithms. The background...
In this paper, the Genetic Algorithm(GA) is used to resolve the Capacitated Arc Routing Problem(CARP), the case of which stems from assigning the routing of sprinkler cars in real life. And the paper presents basic components of GA combined with the crossover, mutation and loach search operation. These new methods are helpful for the global search of CARP problem. The test data is coming from real...
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