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Optimality of pocket algorithm
1996Many constructive methods use the pocket algorithm as a basic component in the training of multilayer perceptrons. This is mainly due to the good properties of the pocket algorithm confirmed by a proper convergence theorem which asserts its optimality. Unfortunately the original proof holds vacuously and does not ensure the asymptotical achievement of ...
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On the optimality of inclusion algorithms
1986In this paper a general concept of inclusion algorithm is introduced. Any inclusion algorithm provides a set that includes the solution of a given problem. Inclusion algorithms are studied with respect to the information used by them.
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On the Optimality of Feautrier’s Scheduling Algorithm
Concurrency and Computation: Practice and Experience, 2002AbstractFeautrier's scheduling algorithm is the most powerful existing algorithm for parallelism detection and extraction, but it has always been known to be suboptimal. However, the question as to whether it may miss some parallelism because of its design has not been answered. We show that this is not the case.
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Battlefield Optimization Algorithm
Expert Systems with Applications, 2023Dadang Setiawan +3 more
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1995
Most learning algorithms for single neuron are not able to provide for any classification problem the weight vector which satisfies the maximum number of input-output relations contained in the training set. An important exception is given by the pocket algorithm: it repeatedly executes the perceptron algorithm and maintains (in the pocket) the weight ...
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Most learning algorithms for single neuron are not able to provide for any classification problem the weight vector which satisfies the maximum number of input-output relations contained in the training set. An important exception is given by the pocket algorithm: it repeatedly executes the perceptron algorithm and maintains (in the pocket) the weight ...
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Mandrill optimization algorithm
Pattern Analysis and ApplicationsParsa Parsafar, Iman Esmaeili Afrokati
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Pelican Optimization Algorithm: A Novel Nature-Inspired Algorithm for Engineering Applications
Sensors, 2022Pavel Trojovský +2 more
exaly
A novel swarm intelligence optimization approach: sparrow search algorithm
Systems Science and Control Engineering, 2020Jiankai Xue, Bo Shen
exaly