Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Parallel genetic algorithms are effective for solving large problems. Most of them are implemented on a massive parallel computer and the efficiency depends on the parallel computing system. It is inappropriate to implement them in a distributed computing system connected by a network. The paper proposes a client-server based approach to parallel genetic algorithms with a delegate management model that manages string exchange beten subpopulations by the server and eliminates inter-subpopulation communications. It is easy to port and implement without any parallel computing systems. Experiments solving the traveling salesman problem (100 cities) re carried out. The results show the effectiveness of the proposed model.
['Kazunori Kojima', 'Masaaki Ishigame', 'Wataru Kawamata', 'Hiroshi Matsuo']
I am writing a research paper on a idea Network based genetic algorithm
[{"from": "human", "value": "I am writing a research paper on a idea Network based genetic algorithm"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Parallel genetic algorithms are effective for solving large problems. Most of them are implemented on a massive parallel computer and the efficiency depends on the parallel computing system. It is inappropriate to implement them in a distributed computing system connected by a network. The paper proposes a client-server based approach to parallel genetic algorithms with a delegate management model that manages string exchange beten subpopulations by the server and eliminates inter-subpopulation communications. It is easy to port and implement without any parallel computing systems. Experiments solving the traveling salesman problem (100 cities) re carried out. The results show the effectiveness of the proposed model."}]