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The Stochastic Non-linear Fractional Equality Knapsack (NFEK) problem is a substantial resource allocation problem which admits a large set of applications such as web polling under polling constraints, and constrained estimation. The NFEK problem is usually solved by trial and error based on noisy feedback information from the environment. The available solutions to NFEK are based on the traditional...
This paper deals with the Stochastic Non-linear Fractional Equality Knapsack (NFEK) problem which is a fundamental resource allocation problem based on incomplete and noisy information (Granmo and Oommen, Appl Intell 33(1):3–20, 2010, IEEE Trans Comput 59(4):545–560, 2010). The NFEK problem arises in many applications such as in web polling under polling constraints, and in constrained estimation...
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