Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
HGA: a hardware-based genetic algorithm
FPGA '95 Proceedings of the 1995 ACM third international symposium on Field-programmable gate arrays
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms for the Traveling Salesman Problem
Proceedings of the 1st International Conference on Genetic Algorithms
A hybrid heuristic for the traveling salesman problem
IEEE Transactions on Evolutionary Computation
Solving the traveling salesman problem with annealing-based heuristics: a computational study
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
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This paper discusses a novel crossover operation engine considering character inheritance. The proposed architecture introduces a new hardware-oriented crossover algorithm. It achieves not only high speed processing, but also reduction of the number of processing steps, while keeping the search performance. Experiments prove the effectiveness of the proposed architecture.