Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: For the optimization problem about triangulation of Bayesian networks, a novel genetic algorithm, DHGA, is proposed in this paper. DHGA employs a heuristic-based mutation operation. Moreover, it uses population diversity to identify stagnation and convergence as ll as to guide the search procedure. Experiments on representative benchmarks show that DHGA posses better performance and robustness than other swarm intelligence methods.
['Xuchu Dong', 'Haihong Yu', 'Dantong Ouyang', 'Yuxin Ye', 'Yonggang Zhang']
I am writing a research paper on a idea A diversity-guided heuristic-based genetic algorithm for triangulation of Bayesian networks
[{"from": "human", "value": "I am writing a research paper on a idea A diversity-guided heuristic-based genetic algorithm for triangulation of Bayesian networks"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: For the optimization problem about triangulation of Bayesian networks, a novel genetic algorithm, DHGA, is proposed in this paper. DHGA employs a heuristic-based mutation operation. Moreover, it uses population diversity to identify stagnation and convergence as ll as to guide the search procedure. Experiments on representative benchmarks show that DHGA posses better performance and robustness than other swarm intelligence methods."}]