Jouni Lampinen

According to our database, Jouni Lampinen authored at least 35 papers between 2002 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Investigation on evolutionary algorithms powered by nonrandom processes.

Ivan Zelinka, Jouni Lampinen, Roman Senkerik, Michal Pluhacek

Soft Comput., 2018

2016

Feature-wise differential evolution classifier with an OWA-based multi-distance aggregation.

David Koloseni, Mario Fedrizzi, Pasi Luukka, Mikael Collan, Jouni Lampinen

Int. J. Math. Oper. Res., 2016

2015

Recent advances in swarm and evolutionary computation-foreword.

Ivan Zelinka, Jouni Lampinen, Václav Snásel, Roman Senkerik

Swarm Evol. Comput., 2015

Differential Evolution Based Multiple Vector Prototype Classifier.

Pasi Luukka, Jouni Lampinen

Comput. Informatics, 2015

A Population Adaptation Mechanism for Differential Evolution Algorithm.

Johanna Aalto, Jouni Lampinen

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

2014

Differential Evolution Classifier with Optimized OWA-Based Multi-distance Measures for the Features in the Data Sets.

David Koloseni, Mario Fedrizzi, Pasi Luukka, Jouni Lampinen, Mikael Collan

Proceedings of the Intelligent Systems'2014, 2014

Evolutionary algorithms dynamics and its hidden complex network structures.

Ivan Zelinka, Donald Davendra, Jouni Lampinen, Roman Senkerik, Michal Pluhacek

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

A mutation and crossover adaptation mechanism for differential evolution algorithm.

Johanna Aalto, Jouni Lampinen

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Differential evolution based nearest prototype classifier with optimized distance measures for the features in the data sets.

David Koloseni, Jouni Lampinen, Pasi Luukka

Expert Syst. Appl., 2013

Do Evolutionary Algorithms Indeed Require Random Numbers? Extended Study.

Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Michal Pluhacek, Jouni Lampinen

Proceedings of the Nostradamus 2013: Prediction, 2013

Hidden Periodicity - Chaos Dependance on Numerical Precision.

Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Michal Pluhacek, Jouni Lampinen

Proceedings of the Nostradamus 2013: Prediction, 2013

A mutation adaptation mechanism for Differential Evolution algorithm.

Johanna Aalto, Jouni Lampinen

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Optimized distance metrics for differential evolution based nearest prototype classifier.

David Koloseni, Jouni Lampinen, Pasi Luukka

Expert Syst. Appl., 2012

Differential Evolution Classifier with Optimized Distance Measures for the Features in the Data Sets.

David Koloseni, Jouni Lampinen, Pasi Luukka

Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

Differential evolution classifier with optimized distance measures from a pool of distances.

David Koloseni, Jouni Lampinen, Pasi Luukka

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

A framework for generating tunable test functions for multimodal optimization.

Jani Rönkkönen, Xiaodong Li, Ville Kyrki, Jouni Lampinen

Soft Comput., 2011

Differential Evolution Classifier in Noisy Settings and with Interacting Variables.

Pasi Luukka, Jouni Lampinen

Appl. Soft Comput., 2011

2009

Performance assessment of Generalized Differential Evolution 3 with a given set of constrained multi-objective test problems.

Saku Kukkonen, Jouni Lampinen

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

A Generator for Multimodal Test Functions with Multiple Global Optima.

Jani Rönkkönen, Xiaodong Li, Ville Kyrki, Jouni Lampinen

Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

2007

An extended mutation concept for the local selection based differential evolution algorithm.

Jani Rönkkönen, Jouni Lampinen

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Ranking-Dominance and Many-Objective Optimization.

Saku Kukkonen, Jouni Lampinen

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Performance assessment of Generalized Differential Evolution 3 (GDE3) with a given set of problems.

Saku Kukkonen, Jouni Lampinen

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

An Empirical Study of Control Parameters for The Third Version of Generalized Differential Evolution (GDE3).

Saku Kukkonen, Jouni Lampinen

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Constrained Real-Parameter Optimization with Generalized Differential Evolution.

Saku Kukkonen, Jouni Lampinen

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

A Fuzzy Adaptive Differential Evolution Algorithm.

Junhong Liu, Jouni Lampinen

Soft Comput., 2005

A Comparison of Differential Evolution and Generalized Generation Gap Model.

Jani Rönkkönen, Saku Kukkonen, Jouni Lampinen

J. Adv. Comput. Intell. Intell. Informatics, 2005

Approximation by Growing Radial Basis Function Networks Using the Differential-Evolution-Based Algorithm.

Junhong Liu, Jouni Lampinen

J. Adv. Comput. Intell. Intell. Informatics, 2005

Training RBF Networks Using a DE Algorithm with Adaptive Control.

Junhong Liu, Jorma K. Mattila, Jouni Lampinen

Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005

A differential evolution based incremental training method for RBF networks.

Junhong Liu, Jouni Lampinen

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

GDE3: the third evolution step of generalized differential evolution.

Saku Kukkonen, Jouni Lampinen

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

An Extension of Generalized Differential Evolution for Multi-objective Optimization with Constraints.

Saku Kukkonen, Jouni Lampinen

Proceedings of the Parallel Problem Solving from Nature, 2004

Growing RBF Networks for Function Approximation by a DE-Based Method.

Junhong Liu, Saku Kukkonen, Jouni Lampinen

Proceedings of the Computational and Information Science, First International Symposium, 2004

2003

Differential Evolution Training Algorithm for Feed Forward Neural Networks.

Jarmo Ilonen, Joni-Kristian Kamarainen, Jouni Lampinen

Neural Process. Lett., 2003

A Trigonometric Mutation Operation to Differential Evolution.

Hui-Yuan Fan, Jouni Lampinen

J. Glob. Optim., 2003

2002

A constraint handling approach for the differential evolution algorithm.

Jouni Lampinen

Proceedings of the 2002 Congress on Evolutionary Computation, 2002