Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In [13],  proposed disco, a method that automatically identifies the groups of tests for which the candidate solutions behave similarly. Each such group gives rise to a derived objective, which together guide the search algorithm in multi-objective fashion. When applied to several ll-known test-based problems, the proposed approach significantly outperforms the conventional two-population coevolution. This opens the door to efficient and generic countermeasures to premature convergence for both coevolutionary and evolutionary algorithms applied to problems featuring aggregating fitness functions.
['Paweł Liskowski', 'Krzysztof Krawiec']
I am writing a research paper on a idea Online Discovery of Search Objectives for Test-based Problems
[{"from": "human", "value": "I am writing a research paper on a idea Online Discovery of Search Objectives for Test-based Problems"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In [13],  proposed disco, a method that automatically identifies the groups of tests for which the candidate solutions behave similarly. Each such group gives rise to a derived objective, which together guide the search algorithm in multi-objective fashion. When applied to several ll-known test-based problems, the proposed approach significantly outperforms the conventional two-population coevolution. This opens the door to efficient and generic countermeasures to premature convergence for both coevolutionary and evolutionary algorithms applied to problems featuring aggregating fitness functions."}]