Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Many real-world problems are composed of several interacting components. In order to facilitate research on such interactions, the Traveling Thief Problem (TTP) was created in 2013 as the combination of two ll-understood combinatorial optimization problems. With this article,  contribute in four ways. First,  create a comprehensive dataset that comprises the performance data of 21 TTP algorithms on the full original set of 9720 TTP instances. Second,  define 55 characteristics for all TPP instances that can be used to select the best algorithm on a per-instance basis. Third,  use these algorithms and features to construct the first algorithm portfolios for TTP, clearly outperforming the single best algorithm. Finally,  study which algorithms contribute most to this portfolio.
['Markus Wagner', 'Marius Thomas Lindauer', 'Mustafa Mısır', 'Samadhi Nallaperuma', 'Frank Hutter']
I am writing a research paper on a idea A case study of algorithm selection for the traveling thief problem
[{"from": "human", "value": "I am writing a research paper on a idea A case study of algorithm selection for the traveling thief problem"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Many real-world problems are composed of several interacting components. In order to facilitate research on such interactions, the Traveling Thief Problem (TTP) was created in 2013 as the combination of two ll-understood combinatorial optimization problems. With this article,  contribute in four ways. First,  create a comprehensive dataset that comprises the performance data of 21 TTP algorithms on the full original set of 9720 TTP instances. Second,  define 55 characteristics for all TPP instances that can be used to select the best algorithm on a per-instance basis. Third,  use these algorithms and features to construct the first algorithm portfolios for TTP, clearly outperforming the single best algorithm. Finally,  study which algorithms contribute most to this portfolio."}]