Jouni Lampinen

Publication Activity (10 Years)

Years Active: 2002-2018
Publications (10 Years): 2

Top Topics

Solving Global Optimization Problems

Kullback Leibler

Mutation Operator

Differential Evolution

Top Venues

IEEE Congress on Evolutionary Computation

Expert Syst. Appl.

Comput. Informatics

Publications

Ivan Zelinka, Jouni Lampinen, Roman Senkerik, Michal Pluhacek
Investigation on evolutionary algorithms powered by nonrandom processes. Soft Comput. 22 (6) (2018)
David Koloseni, Mario Fedrizzi, Pasi Luukka, Mikael Collan, Jouni Lampinen
Feature-wise differential evolution classifier with an OWA-based multi-distance aggregation. Int. J. Math. Oper. Res. 9 (4) (2016)
Johanna Aalto, Jouni Lampinen
A Population Adaptation Mechanism for Differential Evolution Algorithm. SSCI (2015)
Ivan Zelinka, Jouni Lampinen, Václav Snásel, Roman Senkerik
Recent advances in swarm and evolutionary computation-foreword. Swarm Evol. Comput. 25 (2015)
Pasi Luukka, Jouni Lampinen
Differential Evolution Based Multiple Vector Prototype Classifier. Comput. Informatics 34 (5) (2015)
Johanna Aalto, Jouni Lampinen
A mutation and crossover adaptation mechanism for differential evolution algorithm. IEEE Congress on Evolutionary Computation (2014)
Ivan Zelinka, Donald Davendra, Jouni Lampinen, Roman Senkerik, Michal Pluhacek
Evolutionary algorithms dynamics and its hidden complex network structures. IEEE Congress on Evolutionary Computation (2014)
David Koloseni, Mario Fedrizzi, Pasi Luukka, Jouni Lampinen, Mikael Collan
Differential Evolution Classifier with Optimized OWA-Based Multi-distance Measures for the Features in the Data Sets. IEEE Conf. on Intelligent Systems (1) (2014)
Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Michal Pluhacek, Jouni Lampinen
Hidden Periodicity - Chaos Dependance on Numerical Precision. NOSTRADAMUS (2013)
Johanna Aalto, Jouni Lampinen
A mutation adaptation mechanism for Differential Evolution algorithm. IEEE Congress on Evolutionary Computation (2013)
Ivan Zelinka, Mohammed Chadli, Donald Davendra, Roman Senkerik, Michal Pluhacek, Jouni Lampinen
Do Evolutionary Algorithms Indeed Require Random Numbers? Extended Study. NOSTRADAMUS (2013)
David Koloseni, Jouni Lampinen, Pasi Luukka
Differential evolution based nearest prototype classifier with optimized distance measures for the features in the data sets. Expert Syst. Appl. 40 (10) (2013)
David Koloseni, Jouni Lampinen, Pasi Luukka
Differential Evolution Classifier with Optimized Distance Measures for the Features in the Data Sets. SOCO (2012)
David Koloseni, Jouni Lampinen, Pasi Luukka
Optimized distance metrics for differential evolution based nearest prototype classifier. Expert Syst. Appl. 39 (12) (2012)
David Koloseni, Jouni Lampinen, Pasi Luukka
Differential evolution classifier with optimized distance measures from a pool of distances. IEEE Congress on Evolutionary Computation (2012)
Jani Rönkkönen, Xiaodong Li, Ville Kyrki, Jouni Lampinen
A framework for generating tunable test functions for multimodal optimization. Soft Comput. 15 (9) (2011)
Pasi Luukka, Jouni Lampinen
Differential Evolution Classifier in Noisy Settings and with Interacting Variables. Appl. Soft Comput. 11 (1) (2011)
Saku Kukkonen, Jouni Lampinen
Performance assessment of Generalized Differential Evolution 3 with a given set of constrained multi-objective test problems. IEEE Congress on Evolutionary Computation (2009)
Jani Rönkkönen, Xiaodong Li, Ville Kyrki, Jouni Lampinen
A Generator for Multimodal Test Functions with Multiple Global Optima. SEAL (2008)
Jani Rönkkönen, Jouni Lampinen
An extended mutation concept for the local selection based differential evolution algorithm. GECCO (2007)
Saku Kukkonen, Jouni Lampinen
Ranking-Dominance and Many-Objective Optimization. IEEE Congress on Evolutionary Computation (2007)
Saku Kukkonen, Jouni Lampinen
Performance assessment of Generalized Differential Evolution 3 (GDE3) with a given set of problems. IEEE Congress on Evolutionary Computation (2007)
Saku Kukkonen, Jouni Lampinen
Constrained Real-Parameter Optimization with Generalized Differential Evolution. IEEE Congress on Evolutionary Computation (2006)
Saku Kukkonen, Jouni Lampinen
An Empirical Study of Control Parameters for The Third Version of Generalized Differential Evolution (GDE3). IEEE Congress on Evolutionary Computation (2006)
Junhong Liu, Jouni Lampinen
A differential evolution based incremental training method for RBF networks. GECCO (2005)
Junhong Liu, Jouni Lampinen
Approximation by Growing Radial Basis Function Networks Using the Differential-Evolution-Based Algorithm. J. Adv. Comput. Intell. Intell. Informatics 9 (5) (2005)
Junhong Liu, Jorma K. Mattila, Jouni Lampinen
Training RBF Networks Using a DE Algorithm with Adaptive Control. ICTAI (2005)
Jani Rönkkönen, Saku Kukkonen, Jouni Lampinen
A Comparison of Differential Evolution and Generalized Generation Gap Model. J. Adv. Comput. Intell. Intell. Informatics 9 (5) (2005)
Saku Kukkonen, Jouni Lampinen
GDE3: the third evolution step of generalized differential evolution. Congress on Evolutionary Computation (2005)
Junhong Liu, Jouni Lampinen
A Fuzzy Adaptive Differential Evolution Algorithm. Soft Comput. 9 (6) (2005)
Saku Kukkonen, Jouni Lampinen
An Extension of Generalized Differential Evolution for Multi-objective Optimization with Constraints. PPSN (2004)
Junhong Liu, Saku Kukkonen, Jouni Lampinen
Growing RBF Networks for Function Approximation by a DE-Based Method. CIS (2004)
Hui-Yuan Fan, Jouni Lampinen
A Trigonometric Mutation Operation to Differential Evolution. J. Glob. Optim. 27 (1) (2003)
Jarmo Ilonen, Joni-Kristian Kamarainen, Jouni Lampinen
Differential Evolution Training Algorithm for Feed Forward Neural Networks. Neural Process. Lett. 17 (1) (2003)
Jouni Lampinen
A constraint handling approach for the differential evolution algorithm. IEEE Congress on Evolutionary Computation (2002)