# Yaochu Jin

According to our database

Collaborative distances:

^{1}, Yaochu Jin authored at least 320 papers between 1995 and 2020.Collaborative distances:

## Awards

## IEEE Fellow

IEEE Fellow 2016, "For contributions to evolutionary optimization".

## Timeline

#### Legend:

Book In proceedings Article PhD thesis Other## Links

#### Homepages:

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## Bibliography

2020

Surrogate-Assisted Evolutionary Optimization of Large Problems.

Proceedings of the High-Performance Simulation-Based Optimization, 2020

2019

High-Dimensional Robust Multi-Objective Optimization for Order Scheduling: A Decision Variable Classification Approach.

IEEE Trans. Industrial Informatics, 2019

Guest Editorial: Special Issue on Computational Intelligence in Data-Driven Optimization.

IEEE Trans. Emerging Topics in Comput. Intellig., 2019

Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation in Mineral Processing.

IEEE Trans. Emerging Topics in Comput. Intellig., 2019

A Bio-Inspired Self-Learning Coevolutionary Dynamic Multiobjective Optimization Algorithm for Internet of Things Services.

IEEE Trans. Evolutionary Computation, 2019

Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles.

IEEE Trans. Evolutionary Computation, 2019

Multiobjective Infill Criterion Driven Gaussian Process-Assisted Particle Swarm Optimization of High-Dimensional Expensive Problems.

IEEE Trans. Evolutionary Computation, 2019

A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary Many-Objective Optimization.

IEEE Trans. Evolutionary Computation, 2019

A Classification-Based Surrogate-Assisted Evolutionary Algorithm for Expensive Many-Objective Optimization.

IEEE Trans. Evolutionary Computation, 2019

Data-Driven Evolutionary Optimization: An Overview and Case Studies.

IEEE Trans. Evolutionary Computation, 2019

Generalized Multitasking for Evolutionary Optimization of Expensive Problems.

IEEE Trans. Evolutionary Computation, 2019

Multidirectional Prediction Approach for Dynamic Multiobjective Optimization Problems.

IEEE Trans. Cybernetics, 2019

Multimodal Optimization Enhanced Cooperative Coevolution for Large-Scale Optimization.

IEEE Trans. Cybernetics, 2019

A Clustering-Based Adaptive Evolutionary Algorithm for Multiobjective Optimization With Irregular Pareto Fronts.

IEEE Trans. Cybernetics, 2019

Evolutionary Multiobjective Blocking Lot-Streaming Flow Shop Scheduling With Machine Breakdowns.

IEEE Trans. Cybernetics, 2019

Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems.

IEEE Trans. Cybernetics, 2019

Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation Processes.

IEEE Trans. Automation Science and Engineering, 2019

A performance-driven multi-algorithm selection strategy for energy consumption optimization of sea-rail intermodal transportation.

Swarm and Evolutionary Computation, 2019

Particle swarm optimization for network-based data classification.

Neural Networks, 2019

A tree ensemble-based two-stage model for advanced-stage colorectal cancer survival prediction.

Inf. Sci., 2019

A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization.

Inf. Sci., 2019

An adaptive decomposition-based evolutionary algorithm for many-objective optimization.

Inf. Sci., 2019

Echo state networks regulated by local intrinsic plasticity rules for regression.

Neurocomputing, 2019

Diversity Assessment of Multi-Objective Evolutionary Algorithms: Performance Metric and Benchmark Problems [Research Frontier].

IEEE Comp. Int. Mag., 2019

CIS Publication Spotlight [Publication Spotlight].

IEEE Comp. Int. Mag., 2019

CIS Publication Spotlight [Publication Spotlight].

IEEE Comp. Int. Mag., 2019

Stacking-based ensemble learning of decision trees for interpretable prostate cancer detection.

Appl. Soft Comput., 2019

Evolutionary Optimization of Liquid State Machines for Robust Learning.

Proceedings of the Advances in Neural Networks - ISNN 2019, 2019

An a priori knee identification multi-objective evolutionary algorithm based on

*α*-dominance.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Multiobjective shape design in a ventilation system with a preference-driven surrogate-assisted evolutionary algorithm.

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

References or Preferences - Rethinking Many-objective Evolutionary Optimization.

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A Multi-indicator based Selection Strategy for Evolutionary Many-objective Optimization.

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Using PlatEMO to Solve Multi-Objective Optimization Problems in Applications: A Case Study on Feature Selection.

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A New Selection Strategy for Decomposition-based Evolutionary Many-Objective Optimization.

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto Fronts.

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion.

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization.

IEEE Trans. Evolutionary Computation, 2018

A Generic Test Suite for Evolutionary Multifidelity Optimization.

IEEE Trans. Evolutionary Computation, 2018

An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility.

IEEE Trans. Evolutionary Computation, 2018

Guest Editorial Evolutionary Many-Objective Optimization.

IEEE Trans. Evolutionary Computation, 2018

A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization.

IEEE Trans. Evolutionary Computation, 2018

An Extended Reinforcement Learning Framework to Model Cognitive Development With Enactive Pattern Representation.

IEEE Trans. Cognitive and Developmental Systems, 2018

Morphogen diffusion algorithms for tracking and herding using a swarm of kilobots.

Soft Comput., 2018

Feature selection for high-dimensional classification using a competitive swarm optimizer.

Soft Comput., 2018

A fitness approximation assisted competitive swarm optimizer for large scale expensive optimization problems.

Memetic Computing, 2018

A competitive mechanism based multi-objective particle swarm optimizer with fast convergence.

Inf. Sci., 2018

Surrogate-assisted hierarchical particle swarm optimization.

Inf. Sci., 2018

Evolutionary multi-objective optimization based ensemble autoencoders for image outlier detection.

Neurocomputing, 2018

On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments.

Evolutionary Computation, 2018

An improved support vector machine-based diabetic readmission prediction.

Computer Methods and Programs in Biomedicine, 2018

CIS Publication Spotlight [Publication Spotlight].

IEEE Comp. Int. Mag., 2018

CIS Publication Spotlight [Publication Spotlight].

IEEE Comp. Int. Mag., 2018

CIS Publication Spotlight [Publication Spotlight].

IEEE Comp. Int. Mag., 2018

CIS Publication Spotlight [Publication Spotlight].

IEEE Comp. Int. Mag., 2018

Incremental data-driven optimization of complex systems in nonstationary environments.

SCIENCE CHINA Information Sciences, 2018

A two-stage R2 indicator based evolutionary algorithm for many-objective optimization.

Appl. Soft Comput., 2018

Semi-supervised learning assisted particle swarm optimization of computationally expensive problems.

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

A Method for a Posteriori Identification of Knee Points Based on Solution Density.

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Hierarchical Surrogate-Assisted Evolutionary Multi-Scenario Airfoil Shape Optimization.

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Sampling Reference Points on the Pareto Fronts of Benchmark Multi-Objective Optimization Problems.

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

A Strategy for Self-Organized Coordinated Motion of a Swarm of Minimalist Robots.

IEEE Trans. Emerging Topics in Comput. Intellig., 2017

Evolutionary Many-Objective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation.

IEEE Trans. Emerging Topics in Comput. Intellig., 2017

Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems.

IEEE Trans. Evolutionary Computation, 2017

Diversity Assessment in Many-Objective Optimization.

IEEE Trans. Cybernetics, 2017

Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems.

IEEE Trans. Cybernetics, 2017

A Many-Objective Evolutionary Algorithm Using A One-by-One Selection Strategy.

IEEE Trans. Cybernetics, 2017

Test Problems for Large-Scale Multiobjective and Many-Objective Optimization.

IEEE Trans. Cybernetics, 2017

Endocrine-based coevolutionary multi-swarm for multi-objective workflow scheduling in a cloud system.

Soft Comput., 2017

Special issue on "Data-driven evolutionary optimization".

Soft Comput., 2017

Bio-inspired self-organising multi-robot pattern formation: A review.

Robotics and Autonomous Systems, 2017

Thematic issue on "bio-inspired learning for data analysis".

Memetic Computing, 2017

User-oriented many-objective cloud workflow scheduling based on an improved knee point driven evolutionary algorithm.

Knowl.-Based Syst., 2017

A multi-objective approach to robust optimization over time considering switching cost.

Inf. Sci., 2017

Multi-train: A semi-supervised heterogeneous ensemble classifier.

Neurocomputing, 2017

An efficient method for online detection of polychronous patterns in spiking neural networks.

Neurocomputing, 2017

Classifier ensembles for image identification using multi-objective Pareto features.

Neurocomputing, 2017

A multi-objective evolutionary algorithm guided by directed search for dynamic scheduling.

Computers & OR, 2017

Pattern Recommendation in Task-oriented Applications: A Multi-Objective Perspective [Application Notes].

IEEE Comp. Int. Mag., 2017

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum].

IEEE Comp. Int. Mag., 2017

Conference Report on 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016) [Conference Reports].

IEEE Comp. Int. Mag., 2017

CIS Publication Spotlight [Publication Spotlight].

IEEE Comp. Int. Mag., 2017

CIS Publication Spotlight [Publication Spotlight].

IEEE Comp. Int. Mag., 2017

CIS Publication Spotlight [Publication Spotlight].

IEEE Comp. Int. Mag., 2017

CIS Publication Spotlight [Publication Spotlight].

IEEE Comp. Int. Mag., 2017

A time series driven decomposed evolutionary optimization approach for reconstructing large-scale gene regulatory networks based on fuzzy cognitive maps.

BMC Bioinformatics, 2017

A radial space division based evolutionary algorithm for many-objective optimization.

Appl. Soft Comput., 2017

Comparisons of different kernels in Kriging-assisted evolutionary expensive optimization.

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Enhancing classification of mass spectrometry imaging data with deep neural networks.

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Nature-Inspired Graph Optimization for Dimensionality Reduction.

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Augmented windows fuzzy firewall for preventing denial of service attack.

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Efficient nonlinear correlation detection for decomposed search in evolutionary multi-objective optimization.

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Surrogate-assisted evolutionary multiobjective shape optimization of an air intake ventilation system.

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Two-stage assortative mating for multi-objective multifactorial evolutionary optimization.

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

Data-Driven Surrogate-Assisted Multiobjective Evolutionary Optimization of a Trauma System.

IEEE Trans. Evolutionary Computation, 2016

A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization.

IEEE Trans. Evolutionary Computation, 2016

Editorial IEEE Transactions on Cognitive and Developmental Systems.

IEEE Trans. Cognitive and Developmental Systems, 2016

μ JADE: adaptive differential evolution with a small population.

Soft Comput., 2016

A dynamic optimization approach to the design of cooperative co-evolutionary algorithms.

Knowl.-Based Syst., 2016

Approximate non-dominated sorting for evolutionary many-objective optimization.

Inf. Sci., 2016

Modeling neural plasticity in echo state networks for classification and regression.

Inf. Sci., 2016

Immune-inspired self-adaptive collaborative control allocation for multi-level stretching processes.

Inf. Sci., 2016

CIS Publication Spotlight [Publication Spotlight].

IEEE Comp. Int. Mag., 2016

CIS Publication Spotlight [Publication Spotlight].

IEEE Comp. Int. Mag., 2016

CIS Publication Spotlight Publication Spotlight.

IEEE Comp. Int. Mag., 2016

Reduction strategies for hierarchical multi-label classification in protein function prediction.

BMC Bioinformatics, 2016

Evolutionary multi-objective blocking lot-streaming flow shop scheduling with interval processing time.

Appl. Soft Comput., 2016

Empirical analysis of a tree-based efficient non-dominated sorting approach for many-objective optimization.

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

An adaptive model selection strategy for surrogate-assisted particle swarm optimization algorithm.

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

An ensemble of single multiplicative neuron models for probabilistic prediction.

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A self-adaptive similarity-based fitness approximation for evolutionary optimization.

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Preface from IEEE SSCI 2016 general chairs.

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Connections of reference vectors and different types of preference information in interactive multiobjective evolutionary algorithms.

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Small data driven evolutionary multi-objective optimization of fused magnesium furnaces.

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

An improved mini-batching technique: Sample-and-Learn.

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

On Constraint Handling in Surrogate-Assisted Evolutionary Many-Objective Optimization.

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Network structural optimization based on swarm intelligence for highlevel classification.

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Fitness Estimation Strategy Assisted Competitive Swarm Optimizer for High Dimensional Expensive Problems.

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Surrogate-Assisted Evolutionary Optimisation (SAEOpt'16) Chairs' Welcome & Organization.

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Data Driven Evolutionary Optimization of Complex Systems: Big Data Versus Small Data.

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Evolutionary Computation and Big Data: Key Challenges and Future Directions.

Proceedings of the Data Mining and Big Data, First International Conference, 2016

A multi-objective evolutionary algorithm based on an enhanced inverted generational distance metric.

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Reference point based prediction for evolutionary dynamic multiobjective optimization.

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Incremental information gain analysis of input attribute impact on RBF-kernel SVM spam detection.

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

The security challenges in the IoT enabled cyber-physical systems and opportunities for evolutionary computing & other computational intelligence.

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Multi-objective ensemble generation.

Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2015

A Knee Point-Driven Evolutionary Algorithm for Many-Objective Optimization.

IEEE Trans. Evolutionary Computation, 2015

An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization.

IEEE Trans. Evolutionary Computation, 2015

A Multiobjective Evolutionary Algorithm Using Gaussian Process-Based Inverse Modeling.

IEEE Trans. Evolutionary Computation, 2015

A Competitive Swarm Optimizer for Large Scale Optimization.

IEEE Trans. Cybernetics, 2015

Evolutionary Multiobjective Image Feature Extraction in the Presence of Noise.

IEEE Trans. Cybernetics, 2015

A cytokine network-inspired cooperative control system for multi-stage stretching processes in fiber production.

Soft Comput., 2015

A directed search strategy for evolutionary dynamic multiobjective optimization.

Soft Comput., 2015

A two-layer surrogate-assisted particle swarm optimization algorithm.

Soft Comput., 2015

An endocrine-based intelligent distributed cooperative algorithm for target tracking in wireless sensor networks.

Soft Comput., 2015

Special issue on UKCI 2013.

Soft Comput., 2015

Self-organized swarm robot for target search and trapping inspired by bacterial chemotaxis.

Robotics and Autonomous Systems, 2015

A knowledge-based evolutionary proactive scheduling approach in the presence of machine breakdown and deterioration effect.

Knowl.-Based Syst., 2015

A social learning particle swarm optimization algorithm for scalable optimization.

Inf. Sci., 2015

Learning structure of sensory inputs with synaptic plasticity leads to interference.

Front. Comput. Neurosci., 2015

Evolutionary non-linear modelling for selecting vaccines against antigenically variable viruses.

Bioinformatics, 2015

Ensemble Learning Optimization for Diabetic Retinopathy Image Analysis.

Proceedings of the VISAPP 2015, 2015

General chairs and program chairs message.

Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015

Scalable Model based Evolutionary Multi-objective Optimization.

Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

Evolutionary Optimization of complex Systems in Uncertain Environments.

Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015

Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto Fronts.

Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

New performance indicators for robust optimization over time.

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Reference vector based a posteriori preference articulation for evolutionary multiobjective optimization.

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Trade-off between computational complexity and accuracy in evolutionary image feature extraction.

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

A Population Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization.

IEEE Trans. Cybernetics, 2014

Evolutionary multi-objective generation of recurrent neural network ensembles for time series prediction.

Neurocomputing, 2014

Reconstructing biological gene regulatory networks: where optimization meets big data.

Evolutionary Intelligence, 2014

Computational Intelligence in Big Data [Guest Editorial].

IEEE Comp. Int. Mag., 2014

IEEE CIS VP-Technical Activities Vision Statement [Society Briefs].

IEEE Comp. Int. Mag., 2014

Computational modeling of neural plasticity for self-organization of neural networks.

Biosystems, 2014

Modeling neural plasticity in echo state networks for time series prediction.

Proceedings of the 14th UK Workshop on Computational Intelligence, 2014

Morphogenetic Self-Organization of Collective Movement without Directional Sensing.

Proceedings of the Advances in Autonomous Robotics Systems - 15th Annual Conference, 2014

Adaptive Swarm Robot Region Coverage Using Gene Regulatory Networks.

Proceedings of the Advances in Autonomous Robotics Systems - 15th Annual Conference, 2014

On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments.

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Generating diverse and accurate classifier ensembles using multi-objective optimization.

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2014

Multi-objective evolutionary recurrent neural network ensemble for prediction of computational fluid dynamic simulations.

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Evolving hierarchical gene regulatory networks for morphogenetic pattern formation of swarm robots.

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Similarity- and reliability-assisted fitness estimation for particle swarm optimization of expensive problems.

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Demonstrator selection in a social learning particle swarm optimizer.

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Neural network ensembles for image identification using Pareto-optimal features.

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

A New Surrogate-Assisted Interactive Genetic Algorithm With Weighted Semisupervised Learning.

IEEE Trans. Cybernetics, 2013

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

Soft Comput., 2013

A morphogenetic approach to flexible and robust shape formation for swarm robotic systems.

Robotics and Autonomous Systems, 2013

A framework for finding robust optimal solutions over time.

Memetic Computing, 2013

Evolving Connectivity between Genetic oscillators and Switches using Evolutionary Algorithms.

J. Bioinformatics and Computational Biology, 2013

A new fitness estimation strategy for particle swarm optimization.

Inf. Sci., 2013

An improved (μ + λ)-constrained differential evolution for constrained optimization.

Inf. Sci., 2013

Evolution by Adapting Surrogates.

Evolutionary Computation, 2013

Reconstructing regulatory networks in Streptomyces using evolutionary algorithms.

Proceedings of the 13th UK Workshop on Computational Intelligence, 2013

Simulating swarm behaviuors for optimisation by learning from neighbours.

Proceedings of the 13th UK Workshop on Computational Intelligence, 2013

Metamodel Assisted Mixed-Integer Evolution Strategies Based on Kendall Rank Correlation Coefficient.

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

Morphogenetic self-organisation of swarm robots for adaptive pattern formation.

Proceedings of the 2013 19th International Conference on Automation and Computing, 2013

An evolution strategy assisted by an ensemble of local Gaussian process models.

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Single and Multi-objective in Silico Evolution of Tunable Genetic Oscillators.

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

A Comparative Study of Multi-objective Evolutionary Trace Transform Methods for Robust Feature Extraction.

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Similarity-based evolution control for fitness estimation in particle swarm optimization.

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013

Recurrent neural network ensembles for convergence prediction in surrogate-assisted evolutionary optimization.

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013

Evolutionary truss layout optimization using the vectorized structure approach.

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

A multi-swarm evolutionary framework based on a feedback mechanism.

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

A Hierarchical Gene Regulatory Network for Adaptive Multirobot Pattern Formation.

IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

A Developmental Approach to Structural Self-Organization in Reservoir Computing.

IEEE Trans. Autonomous Mental Development, 2012

A morphogenetic framework for self-organized multirobot pattern formation and boundary coverage.

TAAS, 2012

Evolving neural fields for problems with large input and output spaces.

Neural Networks, 2012

Calcium control of triphasic hippocampal STDP.

Journal of Computational Neuroscience, 2012

A Unified Framework for Symbiosis of Evolutionary Mechanisms with Application to Water Clusters Potential Model Design.

IEEE Comp. Int. Mag., 2012

¿¿2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2012) [Conference Reports].

IEEE Comp. Int. Mag., 2012

Evolution and Analysis of Genetic Networks for Stable Cellular Growth and Regeneration.

Artificial Life, 2012

Heterogeneous classifier ensembles for EEG-based motor imaginary detection.

Proceedings of the 12th UK Workshop on Computational Intelligence, 2012

The emergence of polychronous groups under varying input patterns, plasticity rules and network connectivities.

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Evo-devo-robo workshop program.

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Combining genetic oscillators and switches using evolutionary algorithms.

Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 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

Evolutionary multi-objective optimization of trace transform for invariant feature extraction.

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Morphogenetic Robotics: A New Paradigm for Designing Self-Organizing, Self-Reconfigurable and Self-Adaptive Robots.

Proceedings of the Morphogenetic Engineering, Toward Programmable Complex Systems, 2012

2011

Morphogenetic Self-Reconfiguration of Modular Robots.

Proceedings of the Bio-Inspired Self-Organizing Robotic Systems, 2011

Morphogenetic Robotics - An Evolutionary Developmental Approach to Morphological and Neural Self-Organization of Robotic Systems.

Proceedings of the Bio-Inspired Self-Organizing Robotic Systems, 2011

Morphogenetic Robotics: An Emerging New Field in Developmental Robotics.

IEEE Trans. Systems, Man, and Cybernetics, Part C, 2011

Modeling Activity-Dependent Plasticity in BCM Spiking Neural Networks With Application to Human Behavior Recognition.

IEEE Trans. Neural Networks, 2011

Guest Editorial: Special Issue on Evolving Developmental Systems.

IEEE Trans. Evolutionary Computation, 2011

Guest Editorial Special Issue on Computational Modeling of Neural and Brain Development.

IEEE Trans. Autonomous Mental Development, 2011

Surrogate-assisted evolutionary computation: Recent advances and future challenges.

Swarm and Evolutionary Computation, 2011

Multi-sensor optimal H

_{∞}fusion filters for delayed nonlinear intelligent systems based on a unified model.
Neural Networks, 2011

Object recognition using a bio-inspired neuron model with bottom-up and top-down pathways.

Neurocomputing, 2011

Autonomous Self-Reconfiguration of Modular Robots by Evolving a Hierarchical Mechanochemical Model.

IEEE Comp. Int. Mag., 2011

Emergence of robust regulatory motifs from in silico evolution of sustained oscillation.

Biosystems, 2011

Exploiting inherent regularity in control of multilegged robot locomotion by evolving neural fields.

Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 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

Swarm robot pattern formation using a morphogenetic multi-cellular based self-organizing algorithm.

Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Morphogenetic self-organization of collective systems.

Proceedings of the 2011 workshop on Organic computing, 2011

Combining Particle Swarm Optimisation with Genetic Algorithm for Contextual Analysis of Medical Images.

Proceedings of the HEALTHINF 2011, 2011

Evolution of Multisensory Integration in Large Neural Fields.

Proceedings of the Artificial Evolution, 2011

2010

Generalizing Surrogate-Assisted Evolutionary Computation.

IEEE Trans. Evolutionary Computation, 2010

Distributed Multi-Agent Systems for a Collective Construction Task based on Virtual Swarm Intelligence.

IJSIR, 2010

Special Issue on Evolutionary and Developmental Robotics [Guest Editorial].

IEEE Comp. Int. Mag., 2010

Emergent Distribution of Computational Workload in the Evolution of an Undulatory Animat.

Proceedings of the From Animals to Animats 11, 2010

Fusing bottom-up and top-down pathways in neural networks for visual object recognition.

Proceedings of the International Joint Conference on Neural Networks, 2010

Human activity detection using spiking neural networks regulated by a gene regulatory network.

Proceedings of the International Joint Conference on Neural Networks, 2010

Evolving heterochrony for cellular differentiation using vector field embryogeny.

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

NEATfields: evolution of neural fields.

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

A fitness-independent evolvability measure for evolutionary developmental systems.

Proceedings of the 2010 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2010

Robust optimization over time - A new perspective on dynamic optimization problems.

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Incremental approximation of nonlinear constraint functions for evolutionary constrained optimization.

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Analysis of local communication load in shape formation of a distributed morphogenetic swarm robotic system.

Proceedings of the IEEE Congress on Evolutionary Computation, 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

A Morphogenetic Approach to Self-Reconfigurable Modular Robots using a Hybrid Hierarchical Gene Regulatory Network.

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

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

Approximating the Set of Pareto-Optimal Solutions in Both the Decision and Objective Spaces by an Estimation of Distribution Algorithm.

IEEE Trans. Evolutionary Computation, 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

Evolving gene regulatory networks.

Biosystems, 2009

A cellular mechanism for multi-robot construction via evolutionary multi-objective optimization of a gene regulatory network.

Biosystems, 2009

Balancing Population- and Individual-Level Adaptation in Changing Environments.

Adaptive Behaviour, 2009

Robustness Analysis and Failure Recovery of a Bio-Inspired Self-Organizing Multi-Robot System.

Proceedings of the Third IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 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

Self-adaptive multi-robot construction using gene regulatory networks.

Proceedings of the 2009 IEEE Symposium on Artificial Life, 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

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

Errata to "RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm" [Feb 08 41-63].

IEEE Trans. Evolutionary Computation, 2008

RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm.

IEEE Trans. Evolutionary Computation, 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

Pareto-optimality is everywhere: From engineering design, machine learning, to biological systems.

Proceedings of the 3rd International Workshop on Genetic and Evolving Systems, 2008

A cellular model for the evolutionary development of lightweight material with an inner structure.

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Real-World Applications of Multiobjective Optimization.

Proceedings of the Multiobjective Optimization, 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

Modeling Regularity to Improve Scalability of Model-Based Multiobjective Optimization Algorithms.

Proceedings of the Multiobjective Problem Solving from Nature, 2008

2007

Single/Multi-objective Inverse Robust Evolutionary Design Methodology in the Presence of Uncertainty.

Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 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

Evolutionary Multi-objective Optimization of Spiking Neural Networks.

Proceedings of the Artificial Neural Networks, 2007

Pareto-based Multi-Objective Machine Learning.

Proceedings of the 7th International Conference on Hybrid Intelligent Systems (HIS 2007), 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

On the Influence of Phenotype Plasticity on Genotype Diversity.

Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

Adaptivemodelling strategy for continuous multi-objective optimization.

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

Agent Based Multi-Objective Approach to Generating Interpretable Fuzzy Systems.

Proceedings of the Multi-Objective Machine Learning, 2006

Simultaneous Generation of Accurate and Interpretable Neural Network Classifiers.

Proceedings of the Multi-Objective Machine Learning, 2006

Efficient search for robust solutions by means of evolutionary algorithms and fitness approximation.

IEEE Trans. Evolutionary Computation, 2006

Editorial to special issue on evolutionary computation in dynamic and uncertain environments.

Genetic Programming and Evolvable Machines, 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

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

2005

Agent-based evolutionary approach for interpretable rule-based knowledge extraction.

IEEE Trans. Systems, Man, and Cybernetics, Part C, 2005

Evolutionary optimization in uncertain environments-a survey.

IEEE Trans. Evolutionary Computation, 2005

Guest Editorial.

Soft Comput., 2005

A comprehensive survey of fitness approximation in evolutionary computation.

Soft Comput., 2005

Structure optimization of neural networks for evolutionary design optimization.

Soft Comput., 2005

Multi-objective hierarchical genetic algorithm for interpretable fuzzy rule-based knowledge extraction.

Fuzzy Sets and Systems, 2005

On Evolutionary Optimization of Large Problems Using Small Populations.

Proceedings of the Advances in Natural Computation, First International Conference, 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

A model-based evolutionary algorithm for bi-objective optimization.

Proceedings of the IEEE Congress on Evolutionary Computation, 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

2004

On Test Functions for Evolutionary Multi-objective Optimization.

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

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

Advanced fuzzy systems design and applications.

Studies in Fuzziness and Soft Computing 112, Physica-Verlag, ISBN: 3-7908-1537-3, 2003

2002

Knowledge in evolutionary and learning systems.

PhD thesis, 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

2001

Adapting Weighted Aggregation for Multiobjective Evolution Strategies.

Proceedings of the Evolutionary Multi-Criterion Optimization, 2001

2000

Fuzzy modeling of high-dimensional systems: complexity reduction and interpretability improvement.

IEEE Trans. Fuzzy Systems, 2000

On Evolutionary Optimization with Approximate Fitness Functions.

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

1999

On generating FC

^{3}fuzzy rule systems from data using evolution strategies.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1999

Knowledge Incorporation into Neural Networks From Fuzzy Rules.

Neural Processing Letters, 1999

Evaluating flexible fuzzy controllers via evolution strategies.

Fuzzy Sets and Systems, 1999

1998

Decentralized adaptive fuzzy control of robot manipulators.

IEEE Trans. Systems, Man, and Cybernetics, Part B, 1998

1995

Neural network based fuzzy identification and its application to modeling and control of complex systems.

IEEE Trans. Systems, Man, and Cybernetics, 1995