In this paper we introduce a promising hy-bridization scheme for a Memetic Algorithm (MA). Our MA... more In this paper we introduce a promising hy-bridization scheme for a Memetic Algorithm (MA). Our MA is composed of two optimiza-tion processes, a Genetic Algorithm and a Monte Carlo method (MC). In contrast with other GA-Monte Carlo hybridized memetic algorithms, in ...
Memetic Evolutionary Algorithms (MAS) are a class of stochastic heuristics for global optimizatio... more Memetic Evolutionary Algorithms (MAS) are a class of stochastic heuristics for global optimization which combine the parallel global search nature of Evolutionary Algorithms with Local Search to improve individual solutions. These techniques are being applied to an increasing ...
Proceedings of the 13th annual conference on Genetic and evolutionary computation - GECCO '11, 2011
Abstract This paper looks at the real world problem of statistical disclosure control. National S... more Abstract This paper looks at the real world problem of statistical disclosure control. National Statistics Agencies are required to publish detailed statistics and simultaneously guarantee the confidentiality of the contributors. When published statistical tables contain magnitude data such as turnover or health statistics the preferred method is to suppress the values of cells which may reveal confidential information. However suppressing these'primary'cells alone will not guarantee protection due the presence of margin (row/column) totals and ...
... of the Basque Country, Computer Science Faculty P. Manuel de Lardizabal, 1, 20009 ... Jesus S... more ... of the Basque Country, Computer Science Faculty P. Manuel de Lardizabal, 1, 20009 ... Jesus S. Aickelin, Uwe Alander, Jarmo Alba, Enrique Altenberg, Lee Araujo, Lourdes Baeck, Thomas ... Hoc Networks 461 Gianni Di Caro, Frederick Ducatelle, and Luca Maria Gambardella A ...
Journal of Mathematical Modelling and Algorithms, 2008
Abstract In previous work (Krasnogor, http://www. cs. nott. ac. uk/~ nxk/papers. html. In: Studie... more Abstract In previous work (Krasnogor, http://www. cs. nott. ac. uk/~ nxk/papers. html. In: Studies on the Theory and Design Space of Memetic Algorithms. Ph. D. thesis, University of the West of England, Bristol, UK, 2002; Krasnogor and Smith, IEEE Trans Evol Algorithms ...
Abstract Evolutionary Algorithms are search algorithms based on the Darwinian metaphor of Natura... more Abstract Evolutionary Algorithms are search algorithms based on the Darwinian metaphor of Natural Selection. Typically these algorithms maintain a population of individual solutions, each of which has a fitness attached to it, which in some way reflects the quality of the ...
In this paper we will introduce the Memetic Algorithms FRAmework, a general pur-pose evolutionary... more In this paper we will introduce the Memetic Algorithms FRAmework, a general pur-pose evolutionary computation framework. MAFRA allows the construction of complex evolutionary systems with a maximum of reuse between different instantiations of the framework. MAFRA has been ...
In this paper we introduce a promising hy-bridization scheme for a Memetic Algorithm (MA). Our MA... more In this paper we introduce a promising hy-bridization scheme for a Memetic Algorithm (MA). Our MA is composed of two optimiza-tion processes, a Genetic Algorithm and a Monte Carlo method (MC). In contrast with other GA-Monte Carlo hybridized memetic algorithms, in ...
Memetic Evolutionary Algorithms (MAS) are a class of stochastic heuristics for global optimizatio... more Memetic Evolutionary Algorithms (MAS) are a class of stochastic heuristics for global optimization which combine the parallel global search nature of Evolutionary Algorithms with Local Search to improve individual solutions. These techniques are being applied to an increasing ...
Proceedings of the 13th annual conference on Genetic and evolutionary computation - GECCO '11, 2011
Abstract This paper looks at the real world problem of statistical disclosure control. National S... more Abstract This paper looks at the real world problem of statistical disclosure control. National Statistics Agencies are required to publish detailed statistics and simultaneously guarantee the confidentiality of the contributors. When published statistical tables contain magnitude data such as turnover or health statistics the preferred method is to suppress the values of cells which may reveal confidential information. However suppressing these'primary'cells alone will not guarantee protection due the presence of margin (row/column) totals and ...
... of the Basque Country, Computer Science Faculty P. Manuel de Lardizabal, 1, 20009 ... Jesus S... more ... of the Basque Country, Computer Science Faculty P. Manuel de Lardizabal, 1, 20009 ... Jesus S. Aickelin, Uwe Alander, Jarmo Alba, Enrique Altenberg, Lee Araujo, Lourdes Baeck, Thomas ... Hoc Networks 461 Gianni Di Caro, Frederick Ducatelle, and Luca Maria Gambardella A ...
Journal of Mathematical Modelling and Algorithms, 2008
Abstract In previous work (Krasnogor, http://www. cs. nott. ac. uk/~ nxk/papers. html. In: Studie... more Abstract In previous work (Krasnogor, http://www. cs. nott. ac. uk/~ nxk/papers. html. In: Studies on the Theory and Design Space of Memetic Algorithms. Ph. D. thesis, University of the West of England, Bristol, UK, 2002; Krasnogor and Smith, IEEE Trans Evol Algorithms ...
Abstract Evolutionary Algorithms are search algorithms based on the Darwinian metaphor of Natura... more Abstract Evolutionary Algorithms are search algorithms based on the Darwinian metaphor of Natural Selection. Typically these algorithms maintain a population of individual solutions, each of which has a fitness attached to it, which in some way reflects the quality of the ...
In this paper we will introduce the Memetic Algorithms FRAmework, a general pur-pose evolutionary... more In this paper we will introduce the Memetic Algorithms FRAmework, a general pur-pose evolutionary computation framework. MAFRA allows the construction of complex evolutionary systems with a maximum of reuse between different instantiations of the framework. MAFRA has been ...
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Papers by Jim Smith