Titlebook: Machine Learning, Optimization, and Big Data; Third International Giuseppe Nicosia,Panos Pardalos,Renato Umeton Conference proceedings 201

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Dual Convergence Estimates for a Family of Greedy Algorithms in Banach Spaces,st, we present a review of primal results on the convergence rate of the algorithms based on the geometric properties of the objective function. Then, using the ideas of [.], we define the duality gap and prove that the duality gap is a certificate for the current approximation to the optimal soluti

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,A Differential Evolution Algorithm to Develop Strategies for the Iterated Prisoner’s Dilemma, Dilemma (PD) that simulates the selfish behavior between rational individuals. This study investigates the suitability of the DE to evolve strategies for the Iterated Prisoner’s Dilemma (IPD), so that each individual in the population represents a complete playing strategy. Two different approaches

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Forecasting Natural Gas Flows in Large Networks,creased significantly. Accurate forecasting is crucial for maintaining gas supplies, transportation and network stability. This paper presents two methodologies to identify the optimal configuration o parameters of a Neural Network (NN) to forecast the next 24 h of gas flow for each node of a large

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