A natural generator of optimum topology of plane trusses for specified fundamental frequency
Computer Methods in Applied Mechanics and Engineering
Improved genetic operators for structural engineering optimization
Advances in Engineering Software
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
A genetic algorithm encoding for a class of cardinality constraints
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Evolutionary algorithms, homomorphous mappings, and constrained parameter optimization
Evolutionary Computation
An improved genetic algorithm with initial population strategy and self-adaptive member grouping
Computers and Structures
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This paper studies singular optimum topology of skeletal structures with frequency constraints. To capture the local flexural vibration modes of members, skeletal structure should be approximately modeled as frame structure. However, the topology optimization of frame structures has the characteristics of singular optimum and disjoint feasible domain. For the discrete nature of such problem, the optimum design can't be obtained by continuous search. To handle the difficulty, the automatic grouping genetic algorithm with improvements in crossover operator and penalty function is applied to optimize frame structures. Two examples demonstrate the effectiveness of the proposed approach.