Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In this work  introduce a new method for solving multi-objective optimization problems that involve a large number of decision variables. The proposed  ighted Optimization Framework  (WOF) relies on variable grouping and ighting to transform the original optimization problem and is designed as a generic method that can be used with any population-based algorithm. Our experiments use the WFG benchmark problems with 2 and 3 objectives and 1000 variables. Using WOF on two ll-known algorithms (NSGA-II and SMPSO),  show that our method can significantly improve their performance on all of the test problems.
['Heiner Zille', 'Hisao Ishibuchi', 'Sanaz Mostaghim', 'Yusuke Nojima']
I am writing a research paper on a idea Weighted Optimization Framework for Large-scale Multi-objective Optimization
[{"from": "human", "value": "I am writing a research paper on a idea Weighted Optimization Framework for Large-scale Multi-objective Optimization"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: In this work  introduce a new method for solving multi-objective optimization problems that involve a large number of decision variables. The proposed  ighted Optimization Framework  (WOF) relies on variable grouping and ighting to transform the original optimization problem and is designed as a generic method that can be used with any population-based algorithm. Our experiments use the WFG benchmark problems with 2 and 3 objectives and 1000 variables. Using WOF on two ll-known algorithms (NSGA-II and SMPSO),  show that our method can significantly improve their performance on all of the test problems."}]