Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Motivated by emerging applications in workforce management,  consider a class of revenue management problems in systems with reusable resources. The corresponding applications are modeled using the ll-studied loss network systems.  use an extremely simple linear program (LP) that provides an upper bound on the best achievable expected long-run revenue rate. The optimal solution of the LP is used to devise a conceptually simple control policy that  call the class selection policy (CSP). Moreover, the LP is used to analyze the performance of the CSP and show that it admits uniform performance guarantees. In particular, for the model with a single resource and uniform resource requirements,  prove that the CSP is guaranteed to have an expected long-run revenue rate that is at least half of the best achievable. Furthermore, as the capacity of the system grows to infinity, the CSP is asymptotically optimal, regardless of any other parameter of the problem. Finally, our techniques can be used to analyze the performance of the ll-known class of trunk-reservation policies.
['Retsef Levi', 'Ana Radovanovic']
I am writing a research paper on a idea Provably Near-Optimal LP-Based Policies for Revenue Management in Systems with Reusable Resources
[{"from": "human", "value": "I am writing a research paper on a idea Provably Near-Optimal LP-Based Policies for Revenue Management in Systems with Reusable Resources"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Motivated by emerging applications in workforce management,  consider a class of revenue management problems in systems with reusable resources. The corresponding applications are modeled using the ll-studied loss network systems.  use an extremely simple linear program (LP) that provides an upper bound on the best achievable expected long-run revenue rate. The optimal solution of the LP is used to devise a conceptually simple control policy that  call the class selection policy (CSP). Moreover, the LP is used to analyze the performance of the CSP and show that it admits uniform performance guarantees. In particular, for the model with a single resource and uniform resource requirements,  prove that the CSP is guaranteed to have an expected long-run revenue rate that is at least half of the best achievable. Furthermore, as the capacity of the system grows to infinity, the CSP is asymptotically optimal, regardless of any other parameter of the problem. Finally, our techniques can be used to analyze the performance of the ll-known class of trunk-reservation policies."}]