Jouni Lampinen

发表

Differential Evolution Training Algorithm for Feed-Forward Neural Networks

Joni-Kristian Kämäräinen, Jarmo Ilonen, Jouni Lampinen, 2003, Neural Processing Letters.

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

Jouni Lampinen, Mikael Collan, Mario Fedrizzi, 2014, IEEE Conf. on Intelligent Systems.

A differential evolution based incremental training method for RBF networks

Jouni Lampinen, Junhong Liu, 2005, GECCO '05.

A mutation adaptation mechanism for Differential Evolution algorithm

Jouni Lampinen, Johanna Aalto, 2013, 2013 IEEE Congress on Evolutionary Computation.

Hidden Periodicity - Chaos Dependance on Numerical Precision

Michal Pluhacek, Roman Senkerik, Ivan Zelinka, 2013, NOSTRADAMUS.

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

Jouni Lampinen, Pasi Luukka, David Koloseni, 2012, 2012 IEEE Congress on Evolutionary Computation.

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

Jouni Lampinen, Saku Kukkonen, J. Lampinen, 2007, 2007 IEEE Congress on Evolutionary Computation.

MIXED INTEGER-DISCRETE-CONTINUOUS OPTIMIZATION BY DIFFERENTIAL EVOLUTION Part 1: the optimization method

Ivan Zelinka, Jouni Lampinen, J. Lampinen, 2004 .

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

Jouni Lampinen, Junhong Liu, 2005, J. Adv. Comput. Intell. Intell. Informatics.

Mechanical engineering problem optimization by SOMA

Ivan Zelinka, Jouni Lampinen, J. Lampinen, 2004 .

Mechanical Component Design for Multiple Objectives Using Generalized Differential Evolution

Jouni Lampinen, Saku Kukkonen, J. Lampinen, 2004 .

A Trigonometric Mutation Operation to Differential Evolution

Jouni Lampinen, Hui-Yuan Fan, J. Lampinen, 2003, J. Glob. Optim..

A Generator for Multimodal Test Functions with Multiple Global Optima

Xiaodong Li, Jouni Lampinen, Ville Kyrki, 2008, SEAL.

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

Jouni Lampinen, Pasi Luukka, David Koloseni, 2013, Expert Syst. Appl..

Differential Evolution Based Multiple Vector Prototype Classifier

Jouni Lampinen, Pasi Luukka, J. Lampinen, 2015, Comput. Informatics.

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

Jouni Lampinen, Saku Kukkonen, J. Lampinen, 2009, 2009 IEEE Congress on Evolutionary Computation.

Mechanical engineering design optimization by differential evolution

Ivan Zelinka, Jouni Lampinen, J. Lampinen, 1999 .

Investigation on evolutionary algorithms powered by nonrandom processes

Michal Pluhacek, Roman Senkerik, Ivan Zelinka, 2015, Soft Computing.

Training MLP Networks by the Differential Evolution Algorithm

Jouni Lampinen, Miika Lindfors, 2002 .

Do Evolutionary Algorithms Indeed Require Random Numbers? Extended Study

Michal Pluhacek, Roman Senkerik, Ivan Zelinka, 2013, NOSTRADAMUS.

Differential Evolution Algorithm With Adaptive Control Parameters

Jouni Lampinen, Junhong Liu, 2003 .

Evolutionary algorithms dynamics and its hidden complex network structures

Michal Pluhacek, Roman Senkerik, Ivan Zelinka, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

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

Jouni Lampinen, Mikael Collan, Mario Fedrizzi, 2016, Int. J. Math. Oper. Res..

A framework for generating tunable test functions for multimodal optimization

Xiaodong Li, Jouni Lampinen, Ville Kyrki, 2011, Soft Comput..

GDE3: the third evolution step of generalized differential evolution

Jouni Lampinen, Saku Kukkonen, J. Lampinen, 2005, 2005 IEEE Congress on Evolutionary Computation.

Ranking-Dominance and Many-Objective Optimization

Jouni Lampinen, Saku Kukkonen, J. Lampinen, 2007, 2007 IEEE Congress on Evolutionary Computation.

Population Size Adaptation for Differential Evolution Algorithm Using Fuzzy Logic

Jouni Lampinen, Junhong Liu, 2003 .

A Comparison of Differential Evolution and Generalized Generation Gap Model

Jouni Lampinen, Saku Kukkonen, Jani Rönkkönen, 2005, J. Adv. Comput. Intell. Intell. Informatics.

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

Jouni Lampinen, Saku Kukkonen, Junhong Liu, 2004, CIS.

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

Jouni Lampinen, Jani Rönkkönen, 2007, GECCO '07.

Training RBF networks using a DE algorithm with adaptive control

Jouni Lampinen, Junhong Liu, Jorma K. Mattila, 2005, 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05).

DE’s Selection Rule for Multiobjective Optimization

Jouni Lampinen, J. Lampinen, 2001 .

Recent advances in swarm and evolutionary computation-foreword

Roman Senkerik, Ivan Zelinka, Václav Snásel, 2015, Swarm Evol. Comput..

A Fuzzy Adaptive Differential Evolution Algorithm

Jouni Lampinen, Junhong Liu, 2005, Soft Comput..

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

Jouni Lampinen, Pasi Luukka, David Koloseni, 2012, SOCO.

A Population Adaptation Mechanism for Differential Evolution Algorithm

Jouni Lampinen, Johanna Aalto, J. Lampinen, 2015, 2015 IEEE Symposium Series on Computational Intelligence.

A mutation and crossover adaptation mechanism for differential evolution algorithm

Jouni Lampinen, Johanna Aalto, J. Lampinen, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Constrained Real-Parameter Optimization with Generalized Differential Evolution

Jouni Lampinen, Saku Kukkonen, J. Lampinen, 2006, 2006 IEEE International Conference on Evolutionary Computation.

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

Jouni Lampinen, Saku Kukkonen, J. Lampinen, 2006, 2006 IEEE International Conference on Evolutionary Computation.

Some improvement to the mutation donor of differential evolution

Jouni Lampinen, Junhong Liu, Hui‐Yuan Fan, 2010 .

Optimized distance metrics for differential evolution based nearest prototype classifier

Jouni Lampinen, Pasi Luukka, David Koloseni, 2012, Expert Syst. Appl..

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

Jouni Lampinen, Saku Kukkonen, J. Lampinen, 2004, PPSN.

ON STAGNATION OF THE DIFFERENTIAL EVOLUTION ALGORITHM

Ivan Zelinka, Jouni Lampinen, J. Lampinen, 2000 .

Generalized Differential Evolution for General Non-Linear Optimization

Jouni Lampinen, Saku Kukkonen, J. Lampinen, 2008 .

IMPROVEMENTS TO MUTATION DONOR FORMULATION OF DIFFERENTIAL EVOLUTION

George S. Dulikravich, Jouni Lampinen, Hui-Yuan Fan, 2003 .

An easy‐to‐implement differential evolution approach for multi‐objective optimizations

Jouni Lampinen, Yeshayahou Levy, J. Lampinen, 2006 .

Differential Evolution Classifier in Noisy Settings and with Interacting Variables

Jouni Lampinen, Pasi Luukka, J. Lampinen, 2011, Appl. Soft Comput..

A Classification method based on principal component analysis and differential evolution algorithm applied for prediction diagnosis from clinical EMR heart data sets

Jouni Lampinen, Pasi Luukka, J. Lampinen, 2010 .

COMPARISON OF GENERALIZED DIFFERENTIAL EVOLUTION TO OTHER MULTI-OBJECTIVE EVOLUTIONARY ALGORITHMS

Jouni Lampinen, Saku Kukkonen, J. Lampinen, 2004 .

MIXED INTEGER-DISCRETE-CONTINUOUS OPTIMIZATION BY DIFFERENTIAL EVOLUTION Part 2 : a practical example

Ivan Zelinka, Jouni Lampinen, J. Lampinen, 1999 .

MIXED VARIABLE NON-LINEAR OPTIMIZATION BY DIFFERENTIAL EVOLUTION

Jouni Lampinen, J. Lampinen, 1999 .

A Fuzzy Adaptive Differential Evolution Algorithm

Jouni Lampinen, Junhong Liu, J. Lampinen, 2002, 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering. TENCOM '02. Proceedings..