Bernhard Sendhoff

According to our database1, Bernhard Sendhoff authored at least 131 papers between 1996 and 2017.

Collaborative distances :
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2017
Simplify Your Covariance Matrix Adaptation Evolution Strategy.
IEEE Trans. Evolutionary Computation, 2017

Toward a Steady-State Analysis of an Evolution Strategy on a Robust Optimization Problem With Noise-Induced Multimodality.
IEEE Trans. Evolutionary Computation, 2017

Test Problems for Large-Scale Multiobjective and Many-Objective Optimization.
IEEE Trans. Cybernetics, 2017

2016
A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization.
IEEE Trans. Evolutionary Computation, 2016

Preference representation using Gaussian functions on a hyperplane in evolutionary multi-objective optimization.
Soft Comput., 2016

Target shape design optimization by evolving B-splines with cooperative coevolution.
Appl. Soft Comput., 2016

2015
Robust Optimization Over Time: Problem Difficulties and Benchmark Problems.
IEEE Trans. Evolutionary Computation, 2015

A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling.
IEEE Trans. Evolutionary Computation, 2015

2014
A new self-adaptation scheme for differential evolution.
Neurocomputing, 2014

A review of concurrent optimisation methods.
IJBIC, 2014

Shape mining: A holistic data mining approach for engineering design.
Advanced Engineering Informatics, 2014

What are dynamic optimization problems?
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
An examination of different fitness and novelty based selection methods for the evolution of neural networks.
Soft Comput., 2013

A framework for finding robust optimal solutions over time.
Memetic Computing, 2013

Evolution by Adapting Surrogates.
Evolutionary Computation, 2013

Learning-Guided Exploration in Airfoil Optimization.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Novelty and interestingness measures for design-space exploration.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Finding Robust Solutions to Dynamic Optimization Problems.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

2012
A Unified Framework for Symbiosis of Evolutionary Mechanisms with Application to Water Clusters Potential Model Design.
IEEE Comp. Int. Mag., 2012

Evolution and Analysis of Genetic Networks for Stable Cellular Growth and Regeneration.
Artificial Life, 2012

Application of Sensitivity Analysis for an Improved Representation in Evolutionary Design Optimization.
Proceedings of the 2012 Sixth International Conference on Genetic and Evolutionary Computing, 2012

Quantitative analysis of redundancy in evolution of developmental systems.
Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012

Multi co-objective evolutionary optimization: Cross surrogate augmentation for computationally expensive problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Characterizing environmental changes in Robust Optimization Over Time.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Autonomous experimental design optimization of a flapping wing.
Genetic Programming and Evolvable Machines, 2011

Redundancy creates opportunity in developmental representations.
Proceedings of the 2011 IEEE Symposium on Artificial Life, 2011

Cross-Ball: A new morphogenetic self-reconfigurable modular robot.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Evolution of neural symmetry and its coupled alignment to body plan morphology.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

An animat's cell doctrine.
Proceedings of the Advances in Artificial Life: 20th Anniversary Edition, 2011

Evolvability of graph- and Vector Field Embryogeny representations.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Generalizing Surrogate-Assisted Evolutionary Computation.
IEEE Trans. Evolutionary Computation, 2010

Emergent Distribution of Computational Workload in the Evolution of an Undulatory Animat.
Proceedings of the From Animals to Animats 11, 2010

Evolving heterochrony for cellular differentiation using vector field embryogeny.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Analysis of Gene Regulatory Network Motifs in Evolutionary Development of Multicellular Organisms.
Proceedings of the Artificial Life XII: Proceedings of the Twelfth International Conference on the Synthesis and Simulation of Living Systems, 2010

2009
Fuzzy Logic in Evolving in silicoOscillatory Dynamics for Gene Regulatory Networks.
Proceedings of the Fuzzy Systems in Bioinformatics and Computational Biology, 2009

Creating Brain-Like Intelligence.
Proceedings of the Creating Brain-Like Intelligence: From Basic Principles to Complex Intelligent Systems, 2009

Corrections to "Pareto-Based Multiobjective Machine Learning: An Overview and Case Studies" [May 08 397-415].
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2009

Lamarckian memetic algorithms: local optimum and connectivity structure analysis.
Memetic Computing, 2009

Pareto analysis of evolutionary and learning systems.
Frontiers Comput. Sci. China, 2009

A systems approach to evolutionary multiobjective structural optimization and beyond.
IEEE Comp. Int. Mag., 2009

The Influence of Learning on Evolution: A Mathematical Framework.
Artificial Life, 2009

Influence of regulation logic on the easiness of evolving sustained oscillation for gene regulatory networks.
Proceedings of the 2009 IEEE Symposium on Artificial Life, 2009

Interaction Detection in Aerodynamic Design Data.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Emerged Coupling of Motor Control and Morphological Development in Evolution of Multi-cellular Animats.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

The Effect of Proprioceptive Feedback on the Distribution of Sensory Information in a Model of an Undulatory Organism.
Proceedings of the Advances in Artificial Life. Darwin Meets von Neumann, 2009

Evolutionary multi-objective optimization of robustness and innovation in redundant genetic representations.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2009

Global shape with morphogen gradients and motile polarized cells.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Representing the Change - Free Form Deformation for Evolutionary Design Optimization.
Proceedings of the Evolutionary Computation in Practice, 2008

Rule Extraction from Compact Pareto-optimal Neural Networks.
Proceedings of the Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases, 2008

Pareto-Based Multiobjective Machine Learning: An Overview and Case Studies.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2008

Knowledge Extraction from Aerodynamic Design Data and its Application to 3D Turbine Blade Geometries.
J. Math. Model. Algorithms, 2008

Covariance Matrix Adaptation Revisited - The CMSA Evolution Strategy -.
Proceedings of the Parallel Problem Solving from Nature, 2008

Prediction of convergence dynamics of design performance using differential recurrent neural networks.
Proceedings of the International Joint Conference on Neural Networks, 2008

Evolution of Neural Organization in a Hydra-Like Animat.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

A Gene Regulatory Model for the Development of Primitive Nervous Systems.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Evolutionary Optimization with Dynamic Fidelity Computational Models.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

A cellular model for the evolutionary development of lightweight material with an inner structure.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Combination of EDA and DE for continuous biobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Toward a gene regulatory network model for evolving chemotaxis behavior.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Evolving in silico bistable and oscillatory dynamics for gene regulatory network motifs.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Evolving Functional Symmetry in a Three Dimensional Model of an Elongated Organism.
Proceedings of the Artificial Life XI: Proceedingshe of the Eleventh International Conference on the Synthesis and Simulation of Living Systems, 2008

2007
Individual-based Management of Meta-models for Evolutionary Optimization with Application to Three-Dimensional Blade Optimization.
Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007

Efficient Hierarchical Parallel Genetic Algorithms using Grid computing.
Future Generation Comp. Syst., 2007

Word Recognition with a Hierarchical Neural Network.
Proceedings of the Advances in Nonlinear Speech Processing, 2007

Knowledge Extraction from Unstructured Surface Meshes.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

Evolutionary Multi-objective Optimization of Spiking Neural Networks.
Proceedings of the Artificial Neural Networks, 2007

Global multiobjective optimization via estimation of distribution algorithm with biased initialization and crossover.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

A study on metamodeling techniques, ensembles, and multi-surrogates in evolutionary computation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Evolutionary Algorithms in the Presence of Noise: To Sample or Not to Sample.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

On the Adaptive Disadvantage of Lamarckianism in Rapidly Changing Environments.
Proceedings of the Advances in Artificial Life, 9th European Conference, 2007

Adaptivemodelling strategy for continuous multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Target shape design optimization by evolving splines.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Emergence of feedback in artificial gene regulatory networks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
Simultaneous Generation of Accurate and Interpretable Neural Network Classifiers.
Proceedings of the Multi-Objective Machine Learning, 2006

Functions with noise-induced multimodality: a test for evolutionary robust Optimization-properties and performance analysis.
IEEE Trans. Evolutionary Computation, 2006

Multi-network evolutionary systems and automatic decomposition of complex problems.
Int. J. General Systems, 2006

Inverse multi-objective robust evolutionary design.
Genetic Programming and Evolvable Machines, 2006

Modelling the Population Distribution in Multi-objective Optimization by Generative Topographic Mapping.
Proceedings of the Parallel Problem Solving from Nature, 2006

Direct Manipulation of Free Form Deformation in Evolutionary Design Optimisation.
Proceedings of the Parallel Problem Solving from Nature, 2006

Environments Conducive to Evolution of Modularity.
Proceedings of the Parallel Problem Solving from Nature, 2006

Alleviating Catastrophic Forgetting via Multi-Objective Learning.
Proceedings of the International Joint Conference on Neural Networks, 2006

Generalization Improvement in Multi-Objective Learning.
Proceedings of the International Joint Conference on Neural Networks, 2006

Prediction-Based Population Re-initialization for Evolutionary Dynamic Multi-objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2006

Combining Model-based and Genetics-based Offspring Generation for Multi-objective Optimization Using a Convergence Criterion.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Trusted Evolutionary Algorithm.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Evolution Strategies for Robust Optimization.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Evolutionary optimization of a hierarchical object recognition model.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2005

Structure optimization of neural networks for evolutionary design optimization.
Soft Comput., 2005

A Multi-cluster Grid Enabled Evolution Framework for Aerodynamic Airfoil Design Optimization.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

On Evolutionary Optimization of Large Problems Using Small Populations.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

Morphing methods in evolutionary design optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Three dimensional evolutionary aerodynamic design optimization with CMA-ES.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Synergies between Evolutionary and Neural Computation.
Proceedings of the ESANN 2005, 2005

Efficient evolutionary optimization using individual-based evolution control and neural networks: A comparative study.
Proceedings of the ESANN 2005, 2005

Evolutionary Multi-objective Optimization for Simultaneous Generation of Signal-Type and Symbol-Type Representations.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

Theoretical comparisons of search dynamics of genetic algorithms and evolution strategies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

A new approach to dynamics analysis of genetic algorithms without selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Co-evolutionary modular neural networks for automatic problem decomposition.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Crawling along the Pareto front: tales from the practice.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
On the Impact of Systematic Noise on the Evolutionary Optimization Performance-A Sphere Model Analysis.
Genetic Programming and Evolvable Machines, 2004

Coupling of Evolution and Learning to Optimize a Hierarchical Object Recognition Model.
Proceedings of the Parallel Problem Solving from Nature, 2004

On Test Functions for Evolutionary Multi-objective Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2004

Credit Assignment Among Neurons in Co-evolving Populations.
Proceedings of the Parallel Problem Solving from Nature, 2004

Comparison of Steady-State and Generational Evolution Strategies for Parallel Architectures.
Proceedings of the Parallel Problem Solving from Nature, 2004

Reducing Fitness Evaluations Using Clustering Techniques and Neural Network Ensembles.
Proceedings of the Genetic and Evolutionary Computation, 2004

Constructing Dynamic Optimization Test Problems Using the Multi-objective Optimization Concept.
Proceedings of the Applications of Evolutionary Computing, 2004

Voronoi-based estimation of distribution algorithm for multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

A decision making framework for game playing using evolutionary optimization and learning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Neural network regularization and ensembling using multi-objective evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
Extracting Interpretable Fuzzy Rules from RBF Networks.
Neural Processing Letters, 2003

Solving Three-Objective Optimization Problems Using Evolutionary Dynamic Weighted Aggregation: Results and Analysis.
Proceedings of the Genetic and Evolutionary Computation, 2003

Trade-Off between Performance and Robustness: An Evolutionary Multiobjective Approach.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003

Comparing neural networks and Kriging for fitness approximation in evolutionary optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2003, 8, 2003

Comparative studies on micro heat exchanger optimisation.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2003, 8, 2003

2002
A framework for evolutionary optimization with approximate fitness functions.
IEEE Trans. Evolutionary Computation, 2002

On The Dynamics Of Evolutionary Multi-objective Optimization.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Fitness Approximation In Evolutionary Computation - a Survey.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Incorporation Of Fuzzy Preferences Into Evolutionary Multiobjective Optimization.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

On the Behavior of (μ/μ1, λ)-ES Optimizing Functions Disturbed by Generalized Noise.
Proceedings of the Seventh Workshop on Foundations of Genetic Algorithms, 2002

2001
Adapting Weighted Aggregation for Multiobjective Evolution Strategies.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2001

2000
On Evolutionary Optimization with Approximate Fitness Functions.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

1999
On generating FC3 fuzzy rule systems from data using evolution strategies.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1999

A Model for the Dynamic Interaction Between Evolution and Learning.
Neural Processing Letters, 1999

Knowledge Incorporation into Neural Networks From Fuzzy Rules.
Neural Processing Letters, 1999

Structure optimization of density estimation models applied to regression problems with dynamic noise.
Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999

1998
Evolution of structures: optimization of artificial neural structures for information processing.
PhD thesis, 1998

Optimisation of Density Estimation Models with Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 1998

1997
A Condition for the Genotype-Phenotype Mapping: Causality.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997

From neural networks to neural strategies.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

An Extended Elman Net for Modeling Time Series.
Proceedings of the Artificial Neural Networks, 1997

1996
Analysis of Possible Genome-Dependence of Mutation Rates in Genetic Algorithms.
Proceedings of the Evolutionary Computing, 1996


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