Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  aim to find optimal replenishment decisions without having the entire price information available at the outset. Although it exists, the underlying price distribution is neither known nor given as part of the input. Under the competitive ratio optimality criterion,  design and analyze online algorithms for two related problems. Besides the reservation price based decision how much to buy  additionally consider the optimal scheduling of orders.  suggest an online algorithm that decides how much to buy at the optimal point in time and experimentally explore its decision making. Results show that the problem of finding a replenishment strategy with best possible worst-case performance guarantees can be considered as an extension of the online time series search problem.
['Esther Mohr']
I am writing a research paper on a idea Optimal replenishment under price uncertainty
[{"from": "human", "value": "I am writing a research paper on a idea Optimal replenishment under price uncertainty"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  aim to find optimal replenishment decisions without having the entire price information available at the outset. Although it exists, the underlying price distribution is neither known nor given as part of the input. Under the competitive ratio optimality criterion,  design and analyze online algorithms for two related problems. Besides the reservation price based decision how much to buy  additionally consider the optimal scheduling of orders.  suggest an online algorithm that decides how much to buy at the optimal point in time and experimentally explore its decision making. Results show that the problem of finding a replenishment strategy with best possible worst-case performance guarantees can be considered as an extension of the online time series search problem."}]