International Journal of Applied Electromagnetics and Mechanics · 2013 · 13 citations · 17 references
EngineeringAerospace EngineeringElectrical EngineeringAircraft DesignDesign OptimizationOptimizationAircraft Electrical SystemsCombinatorial OptimizationGenetic AlgorithmsOptimization-based DesignPower OptimizationPower System DesignAircraft Electrical LoadsAircraft SizingElectrical Power SystemsGenetic Algorithm OptimizationGenetic Algorithms For DesignOptimal AllocationOptimal DesignPower System Optimization
More and more electric systems are embedded in today aircraft. As a result, the complexity of electrical power system design is increasing and the need of generic and efficient design methods is today required. Among numerous design tasks, the allocation of electric systems on the busbars of the electrical power system is considered as an important one since it has a direct impact on the aircraft mass. But due to the high number of possible allocations and regarding the large diversity of potential sizing cases for the equipments, finding the optimal allocation of electric loads is a hard task. In this paper, the problem is formalized mathematically. Then, four stochastic optimization methods are assessed on complex load allocation problems. Based on this assessment, a genetic algorithm using niching method is considered as the most appropriate algorithm for solving this aircraft design problem.
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Optimization by Simulated Annealing
Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44.6K citations
An Algorithm for the Three-Index Assignment Problem
Egon Balas, Matthew J. Saltzman · Operations Research · 1991 · 174 citations