Isbn: 9786200874825 - attribute selection: application of metaheuristics (8 risultati)

Condizione: New.

Taschenbuch. Condizione: Neu. Attribute selection | Application of metaheuristics | Badra Khellat Kihel (u. a.) | Taschenbuch | 128 S. | Englisch | 2020 | Our Knowledge Publishing | EAN 9786200874825 | Verantwortliche Person für die EU: BoD - Books on Demand, In de Tarpen 42, 22848 Norderstedt, info[at]bod[dot]de | Anbieter: preigu. …

Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The work presented in this manuscript is in the field of pattern recognition. Two main contributions are made in this manuscript. Firstly, the reduction of dimensionality which allows us to find relevant structures of lower dimensionality, hidden within the observations we have. Second, the application of hybrid metaheuristic methods to solve optimization problems. In our work, we have been interested in evolutionary bio-inspired methods such as genetic algorithms and artificial immune systems, and then in methods derived from swarm intelligence, which is an area of collective intelligence in its own right. The work described in this manuscript gives rise to applications mainly inspired by the collective behaviour of particles, ants, bees and fireflies for the selection of characteristics. Next, several hybridizations of previously used bio-inspired methods for attribute selection were proposed to reduce the number of traits and improve classification rates. 128 pp. Englisch.…

Condizione: New. Print on Demand.

Condizione: New. PRINT ON DEMAND.

Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - The work presented in this manuscript is in the field of pattern recognition. Two main contributions are made in this manuscript. Firstly, the reduction of dimensionality which allows us to find relevant structures of lower dimensionality, hidden within the observations we have. Second, the application of hybrid metaheuristic methods to solve optimization problems. In our work, we have been interested in evolutionary bio-inspired methods such as genetic algorithms and artificial immune systems, and then in methods derived from swarm intelligence, which is an area of collective intelligence in its own right. The work described in this manuscript gives rise to applications mainly inspired by the collective behaviour of particles, ants, bees and fireflies for the selection of characteristics. Next, several hybridizations of previously used bio-inspired methods for attribute selection were proposed to reduce the number of traits and improve classification rates.…

Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. The work presented in this manuscript is in the field of pattern recognition. Two main contributions are made in this manuscript. Firstly, the reduction of dimensionality which allows us to find relevant structures of lower dimensionality, hidden within the.…

Taschenbuch. Condizione: Neu. This item is printed on demand - Print on Demand Titel. Neuware -The work presented in this manuscript is in the field of pattern recognition. Two main contributions are made in this manuscript. Firstly, the reduction of dimensionality which allows us to find relevant structures of lower dimensionality, hidden within the observations we have. Second, the application of hybrid metaheuristic methods to solve optimization problems. In our work, we have been interested in evolutionary bio-inspired methods such as genetic algorithms and artificial immune systems, and then in methods derived from swarm intelligence, which is an area of collective intelligence in its own right. The work described in this manuscript gives rise to applications mainly inspired by the collective behaviour of particles, ants, bees and fireflies for the selection of characteristics. Next, several hybridizations of previously used bio-inspired methods for attribute selection were proposed to reduce the number of traits and improve classification rates.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 128 pp. Englisch.…