Yaochu Jin
According to our database^{1},
Yaochu Jin
authored at least 386 papers
between 1995 and 2021.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2016, "For contributions to evolutionary optimization".
Timeline
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Book In proceedings Article PhD thesis OtherLinks
Online presence:

on orcid.org

on id.loc.gov
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Bibliography
2021
IEEE Trans. Intell. Transp. Syst., 2021
Efficient Evolutionary Search of Attention Convolutional Networks via Sampled Training and Node Inheritance.
IEEE Trans. Evol. Comput., 2021
A Multiobjective Evolutionary Algorithm for Finding Knee Regions Using Two Localized Dominance Relationships.
IEEE Trans. Evol. Comput., 2021
IEEE Trans. Evol. Comput., 2021
IEEE Trans. Cybern., 2021
Swarm Evol. Comput., 2021
Nondominated sorting on performance indicators for evolutionary manyobjective optimization.
Inf. Sci., 2021
Neurocomputing, 2021
A Survey of Evolutionary Algorithms for MultiObjective Optimization Problems With Irregular Pareto Fronts.
IEEE CAA J. Autom. Sinica, 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
Multiobjective Search of Robust Neural Architectures against Multiple Types of Adversarial Attacks.
CoRR, 2021
Adaptive Prototypical Networks with Label Words and Joint Representation Learning for FewShot Relation Classification.
CoRR, 2021
SurrogateAssisted Evolutionary Multitasking for Expensive Minimax Optimization in Multiple Scenarios.
IEEE Comput. Intell. Mag., 2021
IEEE Comput. Intell. Mag., 2021
2020
Proceedings of the HighPerformance SimulationBased Optimization, 2020
IEEE Trans. Syst. Man Cybern. Syst., 2020
IEEE Trans. Neural Networks Learn. Syst., 2020
IEEE Trans. Neural Networks Learn. Syst., 2020
CommunicationEfficient Federated Deep Learning With Layerwise Asynchronous Model Update and Temporally Weighted Aggregation.
IEEE Trans. Neural Networks Learn. Syst., 2020
Introduction to the Special Issue on NatureInspired Optimization Methods in Fuzzy Systems.
IEEE Trans. Fuzzy Syst., 2020
Guest Editorial Special Issue on Big Data and Computational Intelligence for Agile Wireless IoT.
IEEE Trans. Emerg. Top. Comput. Intell., 2020
Offline DataDriven Multiobjective Optimization: Knowledge Transfer Between Surrogates and Generation of Final Solutions.
IEEE Trans. Evol. Comput., 2020
SurrogateAssisted Robust Optimization of LargeScale Networks Based on Graph Embedding.
IEEE Trans. Evol. Comput., 2020
An Evolutionary Algorithm for LargeScale Sparse Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput., 2020
SurrogateAssisted Evolutionary Deep Learning Using an EndtoEnd Random ForestBased Performance Predictor.
IEEE Trans. Evol. Comput., 2020
A Network ReductionBased Multiobjective Evolutionary Algorithm for Community Detection in LargeScale Complex Networks.
IEEE Trans. Cybern., 2020
Benchmark Problems and Performance Indicators for Search of Knee Points in Multiobjective Optimization.
IEEE Trans. Cybern., 2020
ImmuneEndocrine System Inspired Hierarchical Coevolutionary Multiobjective Optimization Algorithm for IoT Service.
IEEE Trans. Cybern., 2020
A Random ForestAssisted Evolutionary Algorithm for DataDriven Constrained Multiobjective Combinatorial Optimization of Trauma Systems.
IEEE Trans. Cybern., 2020
Efficient LargeScale Multiobjective Optimization Based on a Competitive Swarm Optimizer.
IEEE Trans. Cybern., 2020
IEEE Trans. Cybern., 2020
A Recommender System for Metaheuristic Algorithms for Continuous Optimization Based on Deep Recurrent Neural Networks.
IEEE Trans. Artif. Intell., 2020
An affinity propagation clustering based particle swarm optimizer for dynamic optimization.
Knowl. Based Syst., 2020
Knowl. Based Syst., 2020
Decisionmaking and multiobjectivization for cost sensitive robust optimization over time.
Knowl. Based Syst., 2020
Knowl. Based Syst., 2020
An adaptive Bayesian approach to surrogateassisted evolutionary multiobjective optimization.
Inf. Sci., 2020
SurrogateAssisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines.
Neurocomputing, 2020
Distributed Additive Encryption and Quantization for Privacy Preserving Federated Deep Learning.
CoRR, 2020
Image Clustering using an Augmented Generative Adversarial Network and Information Maximization.
CoRR, 2020
CoRR, 2020
Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search.
CoRR, 2020
Hybrid AttentionBased Transformer Block Model for Distant Supervision Relation Extraction.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Robust Structural Balance in Signed Networks Using a Multiobjective Evolutionary Algorithm.
IEEE Comput. Intell. Mag., 2020
IEEE Comput. Intell. Mag., 2020
An improved random forestbased rule extraction method for breast cancer diagnosis.
Appl. Soft Comput., 2020
Transfer stacking from lowto highfidelity: A surrogateassisted bifidelity evolutionary algorithm.
Appl. Soft Comput., 2020
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
A SurrogateAssisted Evolutionary Algorithm with Random Feature Selection for LargeScale Expensive Problems.
Proceedings of the Parallel Problem Solving from Nature  PPSN XVI, 2020
Towards A More Effective Bidirectional LSTMBased Learning Model for HumanBacterium ProteinProtein Interactions.
Proceedings of the Practical Applications of Computational Biology & Bioinformatics, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
HIME: Mining and Ensembling Heterogeneous Information for ProteinProtein Interactions Prediction.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Transfer learning for gaussian process assisted evolutionary biobjective optimization for objectives with different evaluation times.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Generation of consistent sets of multilabel classification rules with a multiobjective evolutionary algorithm.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
HighDimensional Robust MultiObjective Optimization for Order Scheduling: A Decision Variable Classification Approach.
IEEE Trans. Ind. Informatics, 2019
Guest Editorial: Special Issue on Computational Intelligence in DataDriven Optimization.
IEEE Trans. Emerg. Top. Comput. Intell., 2019
Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation in Mineral Processing.
IEEE Trans. Emerg. Top. Comput. Intell., 2019
A BioInspired SelfLearning Coevolutionary Dynamic Multiobjective Optimization Algorithm for Internet of Things Services.
IEEE Trans. Evol. Comput., 2019
Offline DataDriven Evolutionary Optimization Using Selective Surrogate Ensembles.
IEEE Trans. Evol. Comput., 2019
Multiobjective Infill Criterion Driven Gaussian ProcessAssisted Particle Swarm Optimization of HighDimensional Expensive Problems.
IEEE Trans. Evol. Comput., 2019
A Strengthened Dominance Relation Considering Convergence and Diversity for Evolutionary ManyObjective Optimization.
IEEE Trans. Evol. Comput., 2019
A ClassificationBased SurrogateAssisted Evolutionary Algorithm for Expensive ManyObjective Optimization.
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Evol. Comput., 2019
IEEE Trans. Evol. Comput., 2019
Multidirectional Prediction Approach for Dynamic Multiobjective Optimization Problems.
IEEE Trans. Cybern., 2019
Multimodal Optimization Enhanced Cooperative Coevolution for LargeScale Optimization.
IEEE Trans. Cybern., 2019
A ClusteringBased Adaptive Evolutionary Algorithm for Multiobjective Optimization With Irregular Pareto Fronts.
IEEE Trans. Cybern., 2019
Evolutionary Multiobjective Blocking LotStreaming Flow Shop Scheduling With Machine Breakdowns.
IEEE Trans. Cybern., 2019
Heterogeneous EnsembleBased Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems.
IEEE Trans. Cybern., 2019
Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation Processes.
IEEE Trans Autom. Sci. Eng., 2019
A performancedriven multialgorithm selection strategy for energy consumption optimization of searail intermodal transportation.
Swarm Evol. Comput., 2019
Neural Networks, 2019
A hybrid instanceintensive workflow scheduling method in private cloud environment.
Nat. Comput., 2019
A proactive scheduling approach to steel rolling process with stochastic machine breakdown.
Nat. Comput., 2019
A dynamic SVRARMA model with improved fruit fly algorithm for the nonlinear fiber stretching process.
Nat. Comput., 2019
To the special Issue on "Metaheuristics for optimization of complex process engineering".
Nat. Comput., 2019
A tree ensemblebased twostage model for advancedstage 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 decompositionbased evolutionary algorithm for manyobjective optimization.
Inf. Sci., 2019
Neurocomputing, 2019
CMSN: Continuous Multistage Network and Variable Margin Cosine Loss for Temporal Action Proposal Generation.
CoRR, 2019
Identification of Interaction Clusters Using a Semisupervised Hierarchical Clustering Method.
CoRR, 2019
Evolutionary MultiObjective Optimization Driven by Generative Adversarial Networks (GANs).
CoRR, 2019
CommunicationEfficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation.
CoRR, 2019
Diversity Assessment of MultiObjective Evolutionary Algorithms: Performance Metric and Benchmark Problems [Research Frontier].
IEEE Comput. Intell. Mag., 2019
Stackingbased ensemble learning of decision trees for interpretable prostate cancer detection.
Appl. Soft Comput., 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Bayesian Approaches to SurrogateAssisted Evolutionary Multiobjective Optimization: A Comparative Study.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Evolving Hyperparameters for Training Deep Neural Networks against Adversarial Attacks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Proceedings of the Advances in Neural Networks  ISNN 2019, 2019
An a priori knee identification multiobjective evolutionary algorithm based on <i>α</i>dominance.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Multiobjective shape design in a ventilation system with a preferencedriven surrogateassisted evolutionary algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
A Multiindicator based Selection Strategy for Evolutionary Manyobjective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Using PlatEMO to Solve MultiObjective Optimization Problems in Applications: A Case Study on Feature Selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
A New Selection Strategy for Decompositionbased Evolutionary ManyObjective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Adaptation of Reference Vectors for Evolutionary Manyobjective Optimization of Problems with Irregular Pareto Fronts.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Hyperparameter Estimation in SVM with GPU Acceleration for Prediction of ProteinProtein Interactions.
Proceedings of the 2019 IEEE International Conference on Big Data (Big Data), 2019
2018
A Decision Variable ClusteringBased Evolutionary Algorithm for LargeScale ManyObjective Optimization.
IEEE Trans. Evol. Comput., 2018
IEEE Trans. Evol. Comput., 2018
An IndicatorBased Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility.
IEEE Trans. Evol. Comput., 2018
IEEE Trans. Evol. Comput., 2018
A SurrogateAssisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive ManyObjective Optimization.
IEEE Trans. Evol. Comput., 2018
An Extended Reinforcement Learning Framework to Model Cognitive Development With Enactive Pattern Representation.
IEEE Trans. Cogn. Dev. Syst., 2018
Morphogen diffusion algorithms for tracking and herding using a swarm of kilobots.
Soft Comput., 2018
Feature selection for highdimensional classification using a competitive swarm optimizer.
Soft Comput., 2018
A fitness approximation assisted competitive swarm optimizer for large scale expensive optimization problems.
Memetic Comput., 2018
A competitive mechanism based multiobjective particle swarm optimizer with fast convergence.
Inf. Sci., 2018
Inf. Sci., 2018
Evolutionary multiobjective optimization based ensemble autoencoders for image outlier detection.
Neurocomputing, 2018
On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments.
Evol. Comput., 2018
CoRR, 2018
Comput. Methods Programs Biomed., 2018
Incremental datadriven optimization of complex systems in nonstationary environments.
Sci. China Inf. Sci., 2018
A twostage R2 indicator based evolutionary algorithm for manyobjective optimization.
Appl. Soft Comput., 2018
Semisupervised 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 SurrogateAssisted Evolutionary MultiScenario Airfoil Shape Optimization.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Sampling Reference Points on the Pareto Fronts of Benchmark MultiObjective Optimization Problems.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
IEEE Trans. Emerg. Top. Comput. Intell., 2017
Evolutionary ManyObjective Optimization of Hybrid Electric Vehicle Control: From General Optimization to Preference Articulation.
IEEE Trans. Emerg. Top. Comput. Intell., 2017
SurrogateAssisted Cooperative Swarm Optimization of HighDimensional Expensive Problems.
IEEE Trans. Evol. Comput., 2017
IEEE Trans. Cybern., 2017
CommitteeBased Active Learning for SurrogateAssisted Particle Swarm Optimization of Expensive Problems.
IEEE Trans. Cybern., 2017
IEEE Trans. Cybern., 2017
IEEE Trans. Cybern., 2017
Endocrinebased coevolutionary multiswarm for multiobjective workflow scheduling in a cloud system.
Soft Comput., 2017
Soft Comput., 2017
Robotics Auton. Syst., 2017
Memetic Comput., 2017
Useroriented manyobjective cloud workflow scheduling based on an improved knee point driven evolutionary algorithm.
Knowl. Based Syst., 2017
A multiobjective approach to robust optimization over time considering switching cost.
Inf. Sci., 2017
Neurocomputing, 2017
An efficient method for online detection of polychronous patterns in spiking neural networks.
Neurocomputing, 2017
Classifier ensembles for image identification using multiobjective Pareto features.
Neurocomputing, 2017
Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results.
CoRR, 2017
CoRR, 2017
An Efficient Method for online Detection of Polychronous Patterns in Spiking Neural Network.
CoRR, 2017
A multiobjective evolutionary algorithm guided by directed search for dynamic scheduling.
Comput. Oper. Res., 2017
Pattern Recommendation in Taskoriented Applications: A MultiObjective Perspective [Application Notes].
IEEE Comput. Intell. Mag., 2017
PlatEMO: A MATLAB Platform for Evolutionary MultiObjective Optimization [Educational Forum].
IEEE Comput. Intell. Mag., 2017
Conference Report on 2016 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2016) [Conference Reports].
IEEE Comput. Intell. Mag., 2017
IEEE Comput. Intell. Mag., 2017
IEEE Comput. Intell. Mag., 2017
A time series driven decomposed evolutionary optimization approach for reconstructing largescale gene regulatory networks based on fuzzy cognitive maps.
BMC Bioinform., 2017
A radial space division based evolutionary algorithm for manyobjective optimization.
Appl. Soft Comput., 2017
Comparisons of different kernels in Krigingassisted 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
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
Efficient nonlinear correlation detection for decomposed search in evolutionary multiobjective optimization.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Surrogateassisted evolutionary multiobjective shape optimization of an air intake ventilation system.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Twostage assortative mating for multiobjective multifactorial evolutionary optimization.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
2016
DataDriven SurrogateAssisted Multiobjective Evolutionary Optimization of a Trauma System.
IEEE Trans. Evol. Comput., 2016
IEEE Trans. Evol. Comput., 2016
IEEE Trans. Cogn. Dev. Syst., 2016
Soft Comput., 2016
A dynamic optimization approach to the design of cooperative coevolutionary algorithms.
Knowl. Based Syst., 2016
Inf. Sci., 2016
Modeling neural plasticity in echo state networks for classification and regression.
Inf. Sci., 2016
Immuneinspired selfadaptive collaborative control allocation for multilevel stretching processes.
Inf. Sci., 2016
IEEE Comput. Intell. Mag., 2016
Reduction strategies for hierarchical multilabel classification in protein function prediction.
BMC Bioinform., 2016
Evolutionary multiobjective blocking lotstreaming flow shop scheduling with interval processing time.
Appl. Soft Comput., 2016
Empirical analysis of a treebased efficient nondominated sorting approach for manyobjective optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
An adaptive model selection strategy for surrogateassisted particle swarm optimization algorithm.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
A selfadaptive similaritybased fitness approximation for evolutionary optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
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 multiobjective optimization of fused magnesium furnaces.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
On Constraint Handling in SurrogateAssisted Evolutionary ManyObjective 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
SurrogateAssisted 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
Proceedings of the Data Mining and Big Data, First International Conference, 2016
A multiobjective 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 RBFkernel SVM spam detection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
The security challenges in the IoT enabled cyberphysical systems and opportunities for evolutionary computing & other computational intelligence.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Wiley Interdiscip. Rev. Data Min. Knowl. Discov., 2015
IEEE Trans. Evol. Comput., 2015
An Efficient Approach to Nondominated Sorting for Evolutionary Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2015
A Multiobjective Evolutionary Algorithm Using Gaussian ProcessBased Inverse Modeling.
IEEE Trans. Evol. Comput., 2015
IEEE Trans. Cybern., 2015
IEEE Trans. Cybern., 2015
A cytokine networkinspired cooperative control system for multistage stretching processes in fiber production.
Soft Comput., 2015
Soft Comput., 2015
Soft Comput., 2015
An endocrinebased intelligent distributed cooperative algorithm for target tracking in wireless sensor networks.
Soft Comput., 2015
Soft Comput., 2015
Selforganized swarm robot for target search and trapping inspired by bacterial chemotaxis.
Robotics Auton. Syst., 2015
A knowledgebased 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.
Frontiers Comput. Neurosci., 2015
Evolutionary nonlinear modelling for selecting vaccines against antigenically variable viruses.
Bioinform., 2015
Proceedings of the VISAPP 2015, 2015
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015
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 (IFSAEUSFLAT15), 2015
Adaptive Reference Vector Generation for Inverse Model Based Evolutionary Multiobjective Optimization with Degenerate and Disconnected Pareto Fronts.
Proceedings of the Evolutionary MultiCriterion Optimization, 2015
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
Tradeoff 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. Cybern., 2014
Evolutionary multiobjective generation of recurrent neural network ensembles for time series prediction.
Neurocomputing, 2014
Reconstructing biological gene regulatory networks: where optimization meets big data.
Evol. Intell., 2014
IEEE Comput. Intell. Mag., 2014
IEEE Comput. Intell. Mag., 2014
Computational modeling of neural plasticity for selforganization of neural networks.
Biosyst., 2014
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014
Morphogenetic SelfOrganization of Collective Movement without Directional Sensing.
Proceedings of the Advances in Autonomous Robotics Systems  15th Annual Conference, 2014
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 multiobjective optimization.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in MultiCriteria DecisionMaking, 2014
Multiobjective 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 reliabilityassisted fitness estimation for particle swarm optimization of expensive problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
A New SurrogateAssisted Interactive Genetic Algorithm With Weighted Semisupervised Learning.
IEEE Trans. Cybern., 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 Auton. Syst., 2013
Memetic Comput., 2013
Evolving Connectivity between Genetic oscillators and Switches using Evolutionary Algorithms.
J. Bioinform. Comput. Biol., 2013
Inf. Sci., 2013
An improved (μ + λ)constrained differential evolution for constrained optimization.
Inf. Sci., 2013
Evol. Comput., 2013
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013
Metamodel Assisted MixedInteger Evolution Strategies Based on Kendall Rank Correlation Coefficient.
Proceedings of the Intelligent Data Engineering and Automated Learning  IDEAL 2013, 2013
Proceedings of the 2013 19th International Conference on Automation and Computing, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the Evolutionary MultiCriterion Optimization, 2013
A Comparative Study of Multiobjective Evolutionary Trace Transform Methods for Robust Feature Extraction.
Proceedings of the Evolutionary MultiCriterion Optimization, 2013
Similaritybased 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 surrogateassisted evolutionary optimization.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
IEEE Trans. Syst. Man Cybern. Part B, 2012
IEEE Trans. Auton. Ment. Dev., 2012
A morphogenetic framework for selforganized multirobot pattern formation and boundary coverage.
ACM Trans. Auton. Adapt. Syst., 2012
Neural Networks, 2012
J. Comput. Neurosci., 2012
A Unified Framework for Symbiosis of Evolutionary Mechanisms with Application to Water Clusters Potential Model Design.
IEEE Comput. Intell. Mag., 2012
¿¿2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2012) [Conference Reports].
IEEE Comput. Intell. Mag., 2012
Evolution and Analysis of Genetic Networks for Stable Cellular Growth and Regeneration.
Artif. Life, 2012
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
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012
Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012
Evolutionary multiobjective optimization of trace transform for invariant feature extraction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Morphogenetic Robotics: A New Paradigm for Designing SelfOrganizing, SelfReconfigurable and SelfAdaptive Robots.
Proceedings of the Morphogenetic Engineering, Toward Programmable Complex Systems, 2012
2011
Proceedings of the BioInspired SelfOrganizing Robotic Systems, 2011
Morphogenetic Robotics  An Evolutionary Developmental Approach to Morphological and Neural SelfOrganization of Robotic Systems.
Proceedings of the BioInspired SelfOrganizing Robotic Systems, 2011
IEEE Trans. Syst. Man Cybern. Part C, 2011
Modeling ActivityDependent Plasticity in BCM Spiking Neural Networks With Application to Human Behavior Recognition.
IEEE Trans. Neural Networks, 2011
IEEE Trans. Evol. Comput., 2011
Guest Editorial Special Issue on Computational Modeling of Neural and Brain Development.
IEEE Trans. Auton. Ment. Dev., 2011
Surrogateassisted evolutionary computation: Recent advances and future challenges.
Swarm Evol. Comput., 2011
Multisensor optimal H<sub>∞</sub> fusion filters for delayed nonlinear intelligent systems based on a unified model.
Neural Networks, 2011
Object recognition using a bioinspired neuron model with bottomup and topdown pathways.
Neurocomputing, 2011
Autonomous SelfReconfiguration of Modular Robots by Evolving a Hierarchical Mechanochemical Model.
IEEE Comput. Intell. Mag., 2011
Emergence of robust regulatory motifs from in silico evolution of sustained oscillation.
Biosyst., 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
Proceedings of the 2011 IEEE Symposium on Artificial Life, 2011
Proceedings of the IEEE International Conference on Robotics and Automation, 2011
Swarm robot pattern formation using a morphogenetic multicellular based selforganizing algorithm.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011
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
Proceedings of the Artificial Evolution, 2011
2010
IEEE Trans. Evol. Comput., 2010
Distributed MultiAgent Systems for a Collective Construction Task based on Virtual Swarm Intelligence.
Int. J. Swarm Intell. Res., 2010
IEEE Comput. Intell. Mag., 2010
Emergent Distribution of Computational Workload in the Evolution of an Undulatory Animat.
Proceedings of the From Animals to Animats 11, 2010
Fusing bottomup and topdown 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
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
A fitnessindependent 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 SelfReconfigurable 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 "ParetoBased Multiobjective Machine Learning: An Overview and Case Studies" [May 08 397415].
IEEE Trans. Syst. Man Cybern. Part C, 2009
Approximating the Set of ParetoOptimal Solutions in Both the Decision and Objective Spaces by an Estimation of Distribution Algorithm.
IEEE Trans. Evol. Comput., 2009
Memetic Comput., 2009
Frontiers Comput. Sci. China, 2009
A systems approach to evolutionary multiobjective structural optimization and beyond.
IEEE Comput. Intell. Mag., 2009
Biosyst., 2009
A cellular mechanism for multirobot construction via evolutionary multiobjective optimization of a gene regulatory network.
Biosyst., 2009
Adapt. Behav., 2009
Robustness Analysis and Failure Recovery of a BioInspired SelfOrganizing MultiRobot System.
Proceedings of the Third IEEE International Conference on SelfAdaptive and SelfOrganizing 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
Proceedings of the 2009 IEEE Symposium on Artificial Life, 2009
Emerged Coupling of Motor Control and Morphological Development in Evolution of Multicellular 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 multiobjective optimization of robustness and innovation in redundant genetic representations.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in MultiCriteria DecisionMaking, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
Proceedings of the MultiObjective Evolutionary Algorithms for Knowledge Discovery from Databases, 2008
IEEE Trans. Syst. Man Cybern. Part C, 2008
Errata to "RMMEDA: A Regularity ModelBased Multiobjective Estimation of Distribution Algorithm" [Feb 08 4163].
IEEE Trans. Evol. Comput., 2008
RMMEDA: A Regularity ModelBased Multiobjective Estimation of Distribution Algorithm.
IEEE Trans. Evol. Comput., 2008
Prediction of convergence dynamics of design performance using differential recurrent neural networks.
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the Advances in NeuroInformation Processing, 15th International Conference, 2008
Proceedings of the Advances in NeuroInformation Processing, 15th International Conference, 2008
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008
Paretooptimality 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
Proceedings of the Multiobjective Optimization, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
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 ModelBased Multiobjective Optimization Algorithms.
Proceedings of the Multiobjective Problem Solving from Nature, 2008
2007
Single/Multiobjective Inverse Robust Evolutionary Design Methodology in the Presence of Uncertainty.
Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007
Individualbased Management of Metamodels for Evolutionary Optimization with Application to ThreeDimensional Blade Optimization.
Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007
Future Gener. Comput. Syst., 2007
Proceedings of the Artificial Neural Networks, 2007
Proceedings of the 7th International Conference on Hybrid Intelligent Systems, 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 multisurrogates in evolutionary computation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Proceedings of the MultiObjective Machine Learning, 2006
Proceedings of the MultiObjective Machine Learning, 2006
Efficient search for robust solutions by means of evolutionary algorithms and fitness approximation.
IEEE Trans. Evol. Comput., 2006
Editorial to special issue on evolutionary computation in dynamic and uncertain environments.
Genet. Program. Evolvable Mach., 2006
Genet. Program. Evolvable Mach., 2006
Modelling the Population Distribution in Multiobjective Optimization by Generative Topographic Mapping.
Proceedings of the Parallel Problem Solving from Nature, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
PredictionBased Population Reinitialization for Evolutionary Dynamic Multiobjective Optimization.
Proceedings of the Evolutionary MultiCriterion Optimization, 4th International Conference, 2006
Combining Modelbased and Geneticsbased Offspring Generation for Multiobjective Optimization Using a Convergence Criterion.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Agentbased evolutionary approach for interpretable rulebased knowledge extraction.
IEEE Trans. Syst. Man Cybern. Part C, 2005
IEEE Trans. Evol. Comput., 2005
Soft Comput., 2005
Soft Comput., 2005
Soft Comput., 2005
Multiobjective hierarchical genetic algorithm for interpretable fuzzy rulebased knowledge extraction.
Fuzzy Sets Syst., 2005
Proceedings of the Advances in Natural Computation, First International Conference, 2005
Efficient evolutionary optimization using individualbased evolution control and neural networks: A comparative study.
Proceedings of the ESANN 2005, 2005
Evolutionary Multiobjective Optimization for Simultaneous Generation of SignalType and SymbolType Representations.
Proceedings of the Evolutionary MultiCriterion Optimization, 2005
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
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
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 Multiobjective Optimization Concept.
Proceedings of the Applications of Evolutionary Computing, 2004
Voronoibased estimation of distribution algorithm for multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
Neural network regularization and ensembling using multiobjective evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2003
Neural Process. Lett., 2003
Solving ThreeObjective Optimization Problems Using Evolutionary Dynamic Weighted Aggregation: Results and Analysis.
Proceedings of the Genetic and Evolutionary Computation, 2003
TradeOff between Performance and Robustness: An Evolutionary Multiobjective Approach.
Proceedings of the Evolutionary MultiCriterion 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
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, PhysicaVerlag, ISBN: 3790815373, 2003
2002
PhD thesis, 2002
IEEE Trans. Evol. Comput., 2002
On The Dynamics Of Evolutionary Multiobjective 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
Proceedings of the Evolutionary MultiCriterion Optimization, 2001
2000
Fuzzy modeling of highdimensional systems: complexity reduction and interpretability improvement.
IEEE Trans. Fuzzy Syst., 2000
On Evolutionary Optimization with Approximate Fitness Functions.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000
1999
On generating FC<sup>3</sup> fuzzy rule systems from data using evolution strategies.
IEEE Trans. Syst. Man Cybern. Part B, 1999
Neural Process. Lett., 1999
Fuzzy Sets Syst., 1999
1998
IEEE Trans. Syst. Man Cybern. Part B, 1998
1995
Neural network based fuzzy identification and its application to modeling and control of complex systems.
IEEE Trans. Syst. Man Cybern., 1995