A constraint handling approach for the differential evolution algorithm. - Jouni Lampinen (IEEE Congress on Evolutionary Computation, 2002)

A Trigonometric Mutation Operation to Differential Evolution. - Hui-Yuan Fan; Jouni Lampinen (J. Glob. Optim., 2003)

Differential Evolution Training Algorithm for Feed Forward Neural Networks. - Jarmo Ilonen; Joni-Kristian Kamarainen; Jouni Lampinen (Neural Process. Lett., 2003)

Growing RBF Networks for Function Approximation by a DE-Based Method. - Junhong Liu; Saku Kukkonen; Jouni Lampinen (CIS, 2004)

An Extension of Generalized Differential Evolution for Multi-objective Optimization with Constraints. - Saku Kukkonen; Jouni Lampinen (PPSN, 2004)

GDE3: the third evolution step of generalized differential evolution. - Saku Kukkonen; Jouni Lampinen (Congress on Evolutionary Computation, 2005)

A differential evolution based incremental training method for RBF networks. - Junhong Liu; Jouni Lampinen (GECCO, 2005)

Training RBF Networks Using a DE Algorithm with Adaptive Control. - Junhong Liu; Jorma K. Mattila; Jouni Lampinen (ICTAI, 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)

A Comparison of Differential Evolution and Generalized Generation Gap Model. - Jani Rönkkönen; Saku Kukkonen; Jouni Lampinen (J. Adv. Comput. Intell. Intell. Informatics, 2005)

A Fuzzy Adaptive Differential Evolution Algorithm. - Junhong Liu; Jouni Lampinen (Soft Comput., 2005)

Constrained Real-Parameter Optimization with Generalized Differential Evolution. - Saku Kukkonen; Jouni Lampinen (IEEE Congress on Evolutionary Computation, 2006)

An Empirical Study of Control Parameters for The Third Version of Generalized Differential Evolution (GDE3). - Saku Kukkonen; Jouni Lampinen (IEEE Congress on Evolutionary Computation, 2006)

Performance assessment of Generalized Differential Evolution 3 (GDE3) with a given set of problems. - Saku Kukkonen; Jouni Lampinen (IEEE Congress on Evolutionary Computation, 2007)

Ranking-Dominance and Many-Objective Optimization. - Saku Kukkonen; Jouni Lampinen (IEEE Congress on Evolutionary Computation, 2007)

An extended mutation concept for the local selection based differential evolution algorithm. - Jani Rönkkönen; Jouni Lampinen (GECCO, 2007)

A Generator for Multimodal Test Functions with Multiple Global Optima. - Jani Rönkkönen; Xiaodong Li 001; Ville Kyrki; Jouni Lampinen (SEAL, 2008)

Performance assessment of Generalized Differential Evolution 3 with a given set of constrained multi-objective test problems. - Saku Kukkonen; Jouni Lampinen (IEEE Congress on Evolutionary Computation, 2009)

Differential Evolution Classifier in Noisy Settings and with Interacting Variables. - Pasi Luukka; Jouni Lampinen (Appl. Soft Comput., 2011)

A framework for generating tunable test functions for multimodal optimization. - Jani Rönkkönen; Xiaodong Li 001; Ville Kyrki; Jouni Lampinen (Soft Comput., 2011)

Differential evolution classifier with optimized distance measures from a pool of distances. - David Koloseni; Jouni Lampinen; Pasi Luukka (IEEE Congress on Evolutionary Computation, 2012)

Differential Evolution Classifier with Optimized Distance Measures for the Features in the Data Sets. - David Koloseni; Jouni Lampinen; Pasi Luukka (SOCO, 2012)

Optimized distance metrics for differential evolution based nearest prototype classifier. - David Koloseni; Jouni Lampinen; Pasi Luukka (Expert Syst. Appl., 2012)

A mutation adaptation mechanism for Differential Evolution algorithm. - Johanna Aalto; Jouni Lampinen (IEEE Congress on Evolutionary Computation, 2013)

Hidden Periodicity - Chaos Dependance on Numerical Precision. - Ivan Zelinka; Mohammed Chadli; Donald Davendra; Roman Senkerik; Michal Pluhacek; Jouni Lampinen (NOSTRADAMUS, 2013)

Do Evolutionary Algorithms Indeed Require Random Numbers? Extended Study. - Ivan Zelinka; Mohammed Chadli; Donald Davendra; Roman Senkerik; Michal Pluhacek; Jouni Lampinen (NOSTRADAMUS, 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)

A mutation and crossover adaptation mechanism for differential evolution algorithm. - Johanna Aalto; Jouni Lampinen (IEEE Congress on Evolutionary Computation, 2014)

Evolutionary algorithms dynamics and its hidden complex network structures. - Ivan Zelinka; Donald Davendra; Jouni Lampinen; Roman Senkerik; Michal Pluhacek (IEEE Congress on Evolutionary Computation, 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 (IEEE Conf. on Intelligent Systems (1), 2014)

A Population Adaptation Mechanism for Differential Evolution Algorithm. - Johanna Aalto; Jouni Lampinen (SSCI, 2015)

Differential Evolution Based Multiple Vector Prototype Classifier. - Pasi Luukka; Jouni Lampinen (Comput. Informatics, 2015)

Recent advances in swarm and evolutionary computation-foreword. - Ivan Zelinka; Jouni Lampinen; Václav Snásel; Roman Senkerik (Swarm Evol. Comput., 2015)

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)

Investigation on evolutionary algorithms powered by nonrandom processes. - Ivan Zelinka; Jouni Lampinen; Roman Senkerik; Michal Pluhacek (Soft Comput., 2018)