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Browsing Ciencias de la Computación e Inteligencia Artificial by Author "Alba, Enrique"
Now showing items 1-20 of 33
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Presentation
A Comparison of PSO and GA Approaches for Gene Selection and Classification of Microarray Data
García Nieto, José Manuel; Alba, Enrique; Jourdan, Laetitia; Talbi, El-Ghazali (ACM Digital Library, 2007) -
Article
A Study of Multiobjective Metaheuristics When Solving Parameter Scalable Problems
Durillo, Juan J.; Nebro, Antonio J.; Coello Coello, Carlos A.; García Nieto, José Manuel; Luna, Francisco; Alba, Enrique (IEEE Computer Society, 2010)To evaluate the search capabilities of a multiobjective algorithm, the usual approach is to choose a benchmark of known ...
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Presentation
Algoritmos Basados en Cúmulos de Partículas para el Análisis de Microarrays de ADN
Alba, Enrique; García Nieto, José Manuel; Luque, G. ([Los editores], 2007) -
Presentation
Automatic Parameter Tuning with Metaheuristics of the AODV Routing Protocol for Vehicular Ad-Hoc Networks
García Nieto, José Manuel; Alba, Enrique (Springer, 2010)Communication protocol tuning can yield significant gains in energy efficiency, resource requirements, and the overall ...
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Article
Automatic tuning of communication protocols for vehicular ad hoc networks using metaheuristics
García Nieto, José Manuel; Toutouh, J.; Alba, Enrique (Elsevier, 2010)The emerging field of vehicular ad hoc networks (VANETs) deals with a set of communicating vehicles which are able to ...
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Presentation
Comparison of population based metaheuristics for feature selection: Application to microarray data classification
Talbi, El-Ghazali; Jourdan, Laetitia; García Nieto, José Manuel; Alba, Enrique (IEEE Computer Society, 2008)In this work we compare the use of a Particle Swarm Optimization (PSO) and a Genetic Algorithm (GA) (both augmented with ...
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Presentation
Empirical computation of the quasi-optimal number of informants in particle swarm optimization
García Nieto, José Manuel; Alba, Enrique (ACM Digital Library, 2011)In the standard particle swarm optimization (PSO), a new particle’s position is generated using two main informant ...
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Article
Empirical evaluation of distributed Differential Evolution on standard benchmarks
Apolloni, Javier; García Nieto, José Manuel; Alba, Enrique; Leguizamón, Guillermo (Elsevier, 2014)This paper presents a new distributed Differential Evolution (dDE) algorithm and provides an exhaustive evaluation of it ...
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Presentation
Enhancing the Urban Road Traffic with Swarm Intelligence: A Case Study of Córdoba City Downtown
García Nieto, José Manuel; Alba, Enrique; Olivera, Ana Carolina (IEEE Computer Society, 2011)In current modern cities, the increasing number of traffic lights that control the vehicular traffic flow requires a highly ...
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Presentation
Gene Selection in Cancer Classification using PSO/SVM and GA/SVM Hybrid Algorithms
Alba, Enrique; García Nieto, José Manuel; Jourdan, Laetitia; Talbi, El-Ghazali (IEEE Computer Society, 2007)In this work we compare the use of a Particle Swarm Optimization (PSO) and a Genetic Algorithm (GA) (both augmented with ...
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Presentation
Hybrid DE-SVM Approach for Feature Selection: Application to Gene Expression Datasets
García Nieto, José Manuel; Alba, Enrique; Apolloni, Javier (IEEE Computer Society, 2009)The efficient selection of predictive and accurate gene subsets for cell-type classification is nowadays a crucial problem ...
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Article
Hybrid PSO6 for Hard Continuous Optimization
García Nieto, José Manuel; Alba, Enrique (Springer, 2015)In our previous works, we empirically showed that a number of 6±2 informants may endow particle swarm optimization (PSO) ...
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Article
Intelligent OLSR Routing Protocol Optimization for VANETs
toutouh, Jamal; García Nieto, José Manuel; Alba, Enrique (IEEE Computer Society, 2012)Recent advances in wireless technologies have given rise to the emergence of vehicular ad hoc networks (VANETs). In such ...
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Article
Intelligent Testing of Traffic Light Programs: Validation in Smart Mobility Scenarios
Ferrer, Javier; García Nieto, José Manuel; Alba, Enrique; Chicano, Francisco (Hindawi, 2016)In smart cities, the use of intelligent automatic techniques to find efficient cycle programs of traffic lights is becoming ...
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Presentation
Island Based Distributed Differential Evolution: An Experimental Study on Hybrid Testbeds
Apolloni, Javier; Leguizamón, Guillermo; García Nieto, José Manuel; Alba, Enrique (IEEE Computer Society, 2008)This paper presents a new distributed Differential Evolution (dDE) algorithm and evaluates it according to the standard ...
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Presentation
Metaheurísticas para Smart Mobility: Reducción de Emisiones y Consumo de Carburantes en el Tráfico Urbano
García Nieto, José Manuel; Alba, Enrique (Asociación Española para la Inteligencia Artificial, 2013)Hoy en día, la mejora del tráfico vehicular supone una labor ineludible en nuestras ciudades a la hora de mitigar problemas ...
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Presentation
Multi-Objective Particle Swarm Optimizers: An Experimental Comparison
Durillo, Juan J.; García Nieto, José Manuel; Nebro, Antonio J.; Coello Coello, Carlos A.; Luna, Francisco; Alba, Enrique (Springer, 2009)Particle Swarm Optimization (PSO) has received increasing attention in the optimization research community since its first ...
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Presentation
New Research in Nature Inspired Algorithms for Mobility Management in GSM Networks
Alba, Enrique; García Nieto, José Manuel; Taheri, Javid; Zomaya, Albert (Springer, 2008)Mobile Location Management (MLM) is an important and complex telecommunication problem found in mobile cellular GSM ...
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Presentation
Noiseless Functions Black-Box Optimization: Evaluation of a Hybrid Particle Swarm with Differential Operators
García Nieto, José Manuel; Alba, Enrique; Apolloni, Javier (ACM Digital Library, 2009)In this work we evaluate a Particle Swarm Optimizer hy- bridized with Di®erential Evolution and apply it to the Black- Box ...
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Chapter of Book
On the Velocity Update in Multi-Objective Particle Swarm Optimizers
Durillo, Juan J.; Nebro, Antonio J.; García Nieto, José Manuel; Alba, Enrique (Springer, 2010)Since its appearance, Particle Swarm Optimization (PSO) has become a very popular technique for solving optimization ...