Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  discuss the computational complexity and feasibility properties of scenario sampling techniques for uncertain optimization programs.  propose an alternative way of dealing with a special class of stage-wise coupled programs and compare it with existing methods in the literature in terms of feasibility and computational complexity.  identify trade-offs beten different methods depending on the problem structure and the desired probability of constraint satisfaction. To illustrate our results, an example from the area of approximate dynamic programming is considered.
['Nikolaos Kariotoglou', 'Kostas Margellos', 'John Lygeros']
I am writing a research paper on a idea On the computational complexity and generalization properties of multi-stage and stage-wise coupled scenario programs
[{"from": "human", "value": "I am writing a research paper on a idea On the computational complexity and generalization properties of multi-stage and stage-wise coupled scenario programs"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  discuss the computational complexity and feasibility properties of scenario sampling techniques for uncertain optimization programs.  propose an alternative way of dealing with a special class of stage-wise coupled programs and compare it with existing methods in the literature in terms of feasibility and computational complexity.  identify trade-offs beten different methods depending on the problem structure and the desired probability of constraint satisfaction. To illustrate our results, an example from the area of approximate dynamic programming is considered."}]