A primal sub-gradient method for structured classification with the averaged sum loss
Dejan Mančev, Branimir Todorović (2014)
International Journal of Applied Mathematics and Computer Science
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Dejan Mančev, Branimir Todorović (2014)
International Journal of Applied Mathematics and Computer Science
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Mauro Birattari, Mark Zlochin, Marco Dorigo (2006)
RAIRO - Theoretical Informatics and Applications
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A number of methodological papers published during the last years testify that a need for a thorough revision of the research methodology is felt by the operations research community – see, for example, [Barr (1995) 9–32; Eiben and Jelasity, 582–587; Hooker, (1995) 33–42; Rardin and Uzsoy, (2001) 261–304]. In particular, the performance evaluation of nondeterministic methods, including widely studied metaheuristics such as evolutionary...
Edmund Burke, Yuri Bykov, James Newall, Sanja Petrović (2003)
The Yugoslav Journal of Operations Research
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Oscar Cordón, Francisco Herrera, Thomas Stützle (2002)
Mathware and Soft Computing
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Ant Colony Optimization (ACO) is a recent metaheuristic method that is inspired by the behavior of real ant colonies. In this paper, we review the underlying ideas of this approach that lead from the biological inspiration to the ACO metaheuristic, which gives a set of rules of how to apply ACO algorithms to challenging combinatorial problems. We present some of the algorithms that were developed under this framework, give an overview of current applications, and analyze the relationship...
Thomas Stützle, Sebastian Linke (2002)
Mathware and Soft Computing
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A number of extensions of Ant System, the first ant colony optimization (ACO) algorithm, were proposed in the literature. These extensions typically achieve much improved computational results when compared to the original Ant System. However, many design choices of Ant System are left untouched including the fact that solutions are constructed, that real-numbers are used to simulate pheromone trails, and that explicit pheromone evaporation is used. In this article we experimentally...
Nedeljko Ostojić, Dušan Starčević (2000)
The Yugoslav Journal of Operations Research
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Ciobanu, Camelia, Marin Gheorghe (2001)
Analele Ştiinţifice ale Universităţii “Ovidius" Constanţa. Seria: Matematică
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Chen, Hanning, Zhu, Yunlong, Hu, Kunyuan (2011)
Abstract and Applied Analysis
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Liming Yuan, Jiafeng Liu, Xianglong Tang (2014)
International Journal of Applied Mathematics and Computer Science
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Chen, Hanning, Zhu, Yunlong, Hu, Kunyuan (2009)
Discrete Dynamics in Nature and Society
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Zou, Wenping, Zhu, Yunlong, Chen, Hanning, Sui, Xin (2010)
Discrete Dynamics in Nature and Society
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Goran Martinović, Dražen Bajer, Bruno Zorić (2014)
International Journal of Applied Mathematics and Computer Science
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Goran Martinović, Dražen Bajer, Bruno Zorić (2014)
International Journal of Applied Mathematics and Computer Science
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