# Yusuke Nojima

According to our database

Collaborative distances:

^{1}, Yusuke Nojima authored at least 210 papers between 2000 and 2019.Collaborative distances:

## Timeline

#### Legend:

Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2019

Guest Editorial: Special Issue on New Advances in Deep-Transfer Learning.

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

A GFML-based Robot Agent for Human and Machine Cooperative Learning on Game of Go.

CoRR, 2019

Topological Clustering via Adaptive Resonance Theory With Information Theoretic Learning.

IEEE Access, 2019

Constrained multiobjective distance minimization problems.

Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Comparison of Hypervolume, IGD and IGD+ from the Viewpoint of Optimal Distributions of Solutions.

Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

A Multiobjective Test Suite with Hexagon Pareto Fronts and Various Feasible Regions.

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Searching for Local Pareto Optimal Solutions: A Case Study on Polygon-Based Problems.

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

A GFML-based Robot Agent for Human and Machine Cooperative Learning on Game of Go.

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Two-Layered Weight Vector Specification in Decomposition-Based Multi-Objective Algorithms for Many-Objective Optimization Problems.

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

A Framework for Large-Scale Multiobjective Optimization Based on Problem Transformation.

IEEE Trans. Evolutionary Computation, 2018

Reference Point Specification in Inverted Generational Distance for Triangular Linear Pareto Front.

IEEE Trans. Evolutionary Computation, 2018

How to Specify a Reference Point in Hypervolume Calculation for Fair Performance Comparison.

Evolutionary Computation, 2018

Topological Kernel Bayesian ARTMAP.

Proceedings of the 2018 World Automation Congress, 2018

Performance Comparison of Multiobjective Evolutionary Algorithms on Problems with Partially Different Properties from Popular Test Suites.

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Multiobjective Evolutionary Data Mining for Performance Improvement of Evolutionary Multiobjective Optimization.

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Improving 1by1EA to Handle Various Shapes of Pareto Fronts.

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

A Double-Niched Evolutionary Algorithm and Its Behavior on Polygon-Based Problems.

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Use of Two Reference Points in Hypervolume-Based Evolutionary Multiobjective Optimization Algorithms.

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Dual-grid model of MOEA/D for evolutionary constrained multiobjective optimization.

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Analysis of evolutionary multi-tasking as an island model.

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Dynamic Specification of a Reference Point for Hypervolume Calculation in SMS-EMOA.

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification.

IEEE Trans. Fuzzy Systems, 2017

Performance of Decomposition-Based Many-Objective Algorithms Strongly Depends on Pareto Front Shapes.

IEEE Trans. Evolutionary Computation, 2017

Special issue on soft computing for big data and social informatics.

Soft Comput., 2017

FML-based Prediction Agent and Its Application to Game of Go.

CoRR, 2017

Use of inverted triangular weight vectors in decomposition-based multiobjective algorithms.

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Use of Inverted Triangular Weight Vectors in Decomposition-Based Many-Objective Algorithms.

Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Performance comparison of EMO algorithms on test problems with different search space shape.

Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

Michigan-style fuzzy GBML with (1+1)-ES generation update and multi-pattern rule generation.

Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

FML-based prediction agent and its application to game of Go.

Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

Multiobjective data mining from solutions by evolutionary multiobjective optimization.

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Reference point specification in hypervolume calculation for fair comparison and efficient search.

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Multiobjective fuzzy genetics-based machine learning based on MOEA/D with its modifications.

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

Hypervolume Subset Selection for Triangular and Inverted Triangular Pareto Fronts of Three-Objective Problems.

Proceedings of the 14th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2017

2016

Pareto Fronts of Many-Objective Degenerate Test Problems.

IEEE Trans. Evolutionary Computation, 2016

Mutation operators based on variable grouping for multi-objective large-scale optimization.

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

Reference point specification in MOEA/D for multi-objective and many-objective problems.

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Effects of Different Implementations of a Real Random Number Generator on the Search Behavior of Multiobjective Evolutionary Algorithms.

Proceedings of the 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems (ISIS), 2016

Use of Piecewise Linear and Nonlinear Scalarizing Functions in MOEA/D.

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

Weighted Optimization Framework for Large-scale Multi-objective Optimization.

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Multiobjective fuzzy genetics-based machine learning with a reject option.

Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Meta-optimization based multi-objective test problem generation using WFG toolkit.

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Further analysis on strange evolution behavior of 7-bit binary string strategies in iterated prisoner's dilemma game.

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Effects of parallel distributed implementation on the search performance of Pittsburgh-style genetics-based machine learning algorithms.

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Common properties of scalable multiobjective problems and a new framework of test problems.

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

How to compare many-objective algorithms under different settings of population and archive sizes.

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Sensitivity of performance evaluation results by inverted generational distance to reference points.

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Performance comparison of NSGA-II and NSGA-III on various many-objective test problems.

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Characteristics of many-objective test problems and penalty parameter specification in MOEA/D.

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Multiobjective Genetic Fuzzy Systems.

Proceedings of the Springer Handbook of Computational Intelligence, 2015

Behavior of Multiobjective Evolutionary Algorithms on Many-Objective Knapsack Problems.

IEEE Trans. Evolutionary Computation, 2015

Variants of heuristic rule generation from multiple patterns in Michigan-style fuzzy genetics-based machine learning.

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

Genetic fuzzy systems and its application to data mining.

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

Relation Between Weight Vectors and Solutions in MOEA/D.

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

A Study on Performance Evaluation Ability of a Modified Inverted Generational Distance Indicator.

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Simple modifications on heuristic rule generation and rule evaluation in Michigan-style fuzzy genetics-based machine learning.

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Handling a training dataset as a black-box model for privacy preserving in fuzzy GBML algorithms.

Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Modified Distance Calculation in Generational Distance and Inverted Generational Distance.

Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Algorithm structure optimization by choosing operators in multiobjective genetic local search.

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Strange evolution behavior of 7-bit binary string strategies in iterated prisoner's dilemma game.

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Effects of ensemble action selection with different usage of player's memory resource on the evolution of cooperative strategies for iterated prisoner's dilemma game.

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Effects of heuristic rule generation from multiple patterns in multiobjective fuzzy genetics-Based machine learning.

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Comparing solution sets of different size in evolutionary many-objective optimization.

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Rotation effects of objective functions in parallel distributed multiobjective fuzzy genetics-based machine learning.

Proceedings of the 10th Asian Control Conference, 2015

Application of Parallel Distributed Implementation to Multiobjective Fuzzy Genetics-Based Machine Learning.

Proceedings of the Intelligent Information and Database Systems - 7th Asian Conference, 2015

2014

Application of Fuzzy Inference Rules to Early Semi-automatic Estimation of Activity Duration in Software Project Management.

IEEE Trans. Human-Machine Systems, 2014

Selecting a small number of non-dominated solutions to be presented to the decision maker.

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Preference-based NSGA-II for many-objective knapsack problems.

Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

Genetic lateral tuning of membership functions as post-processing for hybrid fuzzy genetics-based machine learning.

Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014

Distance-Based Analysis of Crossover Operators for Many-Objective Knapsack Problems.

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

Archive Management in Interactive Evolutionary Computation with Minimum Requirement for Human User's Fitness Evaluation Ability.

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Meta-level multi-objective formulations of set optimization for multi-objective optimization problems: multi-reference point approach to hypervolume maximization.

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Hybrid fuzzy genetics-based machine learning with entropy-based inhomogeneous interval discretization.

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Review of coevolutionary developments of evolutionary multi-objective and many-objective algorithms and test problems.

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

Difficulties in specifying reference points to calculate the inverted generational distance for many-objective optimization problems.

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

Effects of ensemble action selection on the evolution of iterated prisoner's dilemma game strategies.

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Visual examination of the behavior of EMO algorithms for many-objective optimization with many decision variables.

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

Parallel Distributed Hybrid Fuzzy GBML Models With Rule Set Migration and Training Data Rotation.

IEEE Trans. Fuzzy Systems, 2013

A Review of the Application of Multiobjective Evolutionary Fuzzy Systems: Current Status and Further Directions.

IEEE Trans. Fuzzy Systems, 2013

Repeated double cross-validation for choosing a single solution in evolutionary multi-objective fuzzy classifier design.

Knowl.-Based Syst., 2013

Special Issue on "Evolutionary Fuzzy Systems" EFSs.

Knowl.-Based Syst., 2013

Effects of the Number of Opponents on the Evolution of Cooperation in the Iterated Prisoner's Dilemma.

Proceedings of the IEEE International Conference on Systems, 2013

Neighborhood Specification for Game Strategy Evolution in a Spatial Iterated Prisoner's Dilemma Game.

Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

A Study on the Specification of a Scalarizing Function in MOEA/D for Many-Objective Knapsack Problems.

Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Difficulties in choosing a single final classifier from non-dominated solutions in multiobjective fuzzy genetics-based machine learning.

Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Multiobjective genetic fuzzy rule selection with fuzzy relational rules.

Proceedings of the 2013 IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2013

Improving a fuzzy association rule-based classification model by granularity learning based on heuristic measures over multiple granularities.

Proceedings of the 2013 IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2013

Rule weight update in parallel distributed fuzzy genetics-based machine learning with data rotation.

Proceedings of the FUZZ-IEEE 2013, 2013

Difficulty in Evolutionary Multiobjective Optimization of Discrete Objective Functions with Different Granularities.

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Relation between Neighborhood Size and MOEA/D Performance on Many-Objective Problems.

Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Effects of duplicated objectives in many-objective optimization problems on the search behavior of hypervolume-based evolutionary algorithms.

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2013

Many-objective and many-variable test problems for visual examination of multiobjective search.

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

How to strike a balance between local search and global search in multiobjective memetic algorithms for multiobjective 0/1 knapsack problems.

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Evolution of cooperative strategies for iterated prisoner's dilemma on networks.

Proceedings of the Fifth International Conference on Computational Aspects of Social Networks, 2013

High frequency compensated face hallucination with total variation constraint.

Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013

Learning from multiple data sets with different missing attributes and privacy policies: Parallel distributed fuzzy genetics-based machine learning approach.

Proceedings of the 2013 IEEE International Conference on Big Data, 2013

2012

Special Issue on Evolutionary Fuzzy Systems.

Int. J. Comput. Intell. Syst., 2012

Greedy Approximation Algorithms for Generalized Maximum Flow Problem towards Relation Extraction in Information Networks.

Proceedings of the Computational Geometry and Graphs - Thailand-Japan Joint Conference, 2012

Ensemble Fuzzy Rule-Based Classifier Design by Parallel Distributed Fuzzy GBML Algorithms.

Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

Comparison of different fitness functions in genetic fuzzy rule selection.

Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Two-objective solution set optimization to maximize hypervolume and decision space diversity in multiobjective optimization.

Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012

Recombination of Similar Parents in SMS-EMOA on Many-Objective 0/1 Knapsack Problems.

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Effects of discrete objective functions with different granularities on the search behavior of EMO algorithms.

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Application of parallel distributed genetics-based machine learning to imbalanced data sets.

Proceedings of the FUZZ-IEEE 2012, 2012

Evolution of strategies in a spatial IPD game with a number of different representation schemes.

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Strategy evolution in a spatial IPD game where each agent is not allowed to play against itself.

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Evolution of Strategies With Different Representation Schemes in a Spatial Iterated Prisoner's Dilemma Game.

IEEE Trans. Comput. Intellig. and AI in Games, 2011

Special issue on evolutionary fuzzy systems.

Soft Comput., 2011

Implementation of cellular genetic algorithms with two neighborhood structures for single-objective and multi-objective optimization.

Soft Comput., 2011

Performance evaluation of evolutionary multiobjective optimization algorithms for multiobjective fuzzy genetics-based machine learning.

Soft Comput., 2011

Multiobjective genetic fuzzy rule selection of single granularity-based fuzzy classification rules and its interaction with the lateral tuning of membership functions.

Soft Comput., 2011

Design of Linguistically Interpretable Fuzzy Rule-Based Classifiers: A Short Review and Open Questions.

Multiple-Valued Logic and Soft Computing, 2011

Training Data Subdivision and Periodical Rotation in Hybrid Fuzzy Genetics-Based Machine Learning.

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

Mobile Robot Controller Design by Evolutionary Multiobjective Optimization in Multiagent Environments.

Proceedings of the Intelligent Robotics and Applications - 4th International Conference, 2011

Double cross-validation for performance evaluation of multi-objective genetic fuzzy systems.

Proceedings of the 5th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2011

A many-objective test problem for visually examining diversity maintenance behavior in a decision space.

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A meta-fuzzy classifier for specifying appropriate fuzzy partitions by genetic fuzzy rule selection with data complexity measures.

Proceedings of the FUZZ-IEEE 2011, 2011

Toward quantitative definition of explanation ability of fuzzy rule-based classifiers.

Proceedings of the FUZZ-IEEE 2011, 2011

Effects of the Existence of Highly Correlated Objectives on the Behavior of MOEA/D.

Proceedings of the Evolutionary Multi-Criterion Optimization, 2011

Many-objective test problems with multiple Pareto optimal regions in a decision space.

Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making, 2011

Effects of configuration of agents with different strategy representations on the evolution of cooperative behavior in a spatial IPD game.

Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games, 2011

Behavior of EMO algorithms on many-objective optimization problems with correlated objectives.

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Diversity Improvement by Non-Geometric Binary Crossover in Evolutionary Multiobjective Optimization.

IEEE Trans. Evolutionary Computation, 2010

Parallel Distributed Implementation of Genetics-Based Machine Learning for Fuzzy Classifier Design.

Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

How to Choose Solutions for Local Search in Multiobjective Combinatorial Memetic Algorithms.

Proceedings of the Parallel Problem Solving from Nature, 2010

Many-Objective Test Problems to Visually Examine the Behavior of Multiobjective Evolution in a Decision Space.

Proceedings of the Parallel Problem Solving from Nature, 2010

Appropriate granularity specification for fuzzy classifier design by data complexity measures.

Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Multiobjectivization from two objectives to four objectives in evolutionary multi-objective optimization algorithms.

Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Use of very small training data subsets in parallel distributed genetic fuzzy rule selection.

Proceedings of the 4th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2010

Simple changes in problem formulations make a difference in multiobjective genetic fuzzy systems.

Proceedings of the 4th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2010

Indicator-based evolutionary algorithm with hypervolume approximation by achievement scalarizing functions.

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Simultaneous use of different scalarizing functions in MOEA/D.

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Accuracy improvement of genetic fuzzy rule selection with candidate rule addition and membership tuning.

Proceedings of the FUZZ-IEEE 2010, 2010

Effects of fine fuzzy partitions on the generalization ability of evolutionary multi-objective fuzzy rule-based classifiers.

Proceedings of the FUZZ-IEEE 2010, 2010

Ensemble classifier design by parallel distributed implementation of genetic fuzzy rule selection for large data sets.

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Parallel distributed genetic fuzzy rule selection.

Soft Comput., 2009

Use of biased neighborhood structures in multiobjective memetic algorithms.

Soft Comput., 2009

Special issue on genetic fuzzy systems: new advances.

Evolutionary Intelligence, 2009

Empirical Analysis of Using Weighted Sum Fitness Functions in NSGA-II for Many-Objective 0/1 Knapsack Problems.

Proceedings of the UKSim'11, 2009

Effects of Including Single-Objective Optimal Solutions in an Initial Population on Evolutionary Multiobjective Optimization.

Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009

Effects of the Use of Multiple Fuzzy Partitions on the Search Ability of Multiobjective Fuzzy Genetics-Based Machine Learning.

Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009

Evolutionary Many-Objective Optimization by NSGA-II and MOEA/D with Large Populations.

Proceedings of the IEEE International Conference on Systems, 2009

Multi-objective behavior coordination based on sensory network for multiple mobile robots.

Proceedings of the 2009 IEEE Workshop on Robotic Intelligence in Informationally Structured Space, 2009

Effects of Data Reduction on the Generalization Ability of Parallel Distributed Genetic Fuzzy Rule Selection.

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Single-objective and multi-objective formulations of solution selection for hypervolume maximization.

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Selecting a small number of representative non-dominated solutions by a hypervolume-based solution selection approach.

Proceedings of the FUZZ-IEEE 2009, 2009

Evolution of cooperative behavior in a spatial iterated prisoner's dilemma game with different representation schemes of game strategies.

Proceedings of the FUZZ-IEEE 2009, 2009

Search ability of evolutionary multiobjective optimization algorithms for multiobjective fuzzy genetics-based machine learning.

Proceedings of the FUZZ-IEEE 2009, 2009

Complexity, interpretability and explanation capability of fuzzy rule-based classifiers.

Proceedings of the FUZZ-IEEE 2009, 2009

Generating single granularity-based fuzzy classification rules for multiobjective genetic fuzzy rule selection.

Proceedings of the FUZZ-IEEE 2009, 2009

Interactive Fuzzy Modeling by Evolutionary Multiobjective Optimization with User Preference.

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Discussions on Interpretability of Fuzzy Systems using Simple Examples.

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Adaptation of Scalarizing Functions in MOEA/D: An Adaptive Scalarizing Function-Based Multiobjective Evolutionary Algorithm.

Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009

Interactive genetic fuzzy rule selection through evolutionary multiobjective optimization with user preference.

Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2009

Hypervolume approximation using achievement scalarizing functions for evolutionary many-objective optimization.

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Effects of using two neighborhood structures on the performance of cellular evolutionary algorithms for many-objective optimization.

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

Pattern Classification with Linguistic Rules.

Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008

Evolutionary Multiobjective Design of Fuzzy Rule-Based Classifiers.

Proceedings of the Computational Intelligence: A Compendium, 2008

Evolutionary Multi-objective Rule Selection for Classification Rule Mining.

Proceedings of the Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases, 2008

An empirical study on similarity-based mating for evolutionary multiobjective combinatorial optimization.

European Journal of Operational Research, 2008

Behavior of Evolutionary Many-Objective Optimization.

Proceedings of the 10th EUROS/UKSim International Conference on Computer Modelling and Simulation, 2008

Use of Local Ranking in Cellular Genetic Algorithms with Two Neighborhood Structures.

Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

Examining the Effect of Elitism in Cellular Genetic Algorithms Using Two Neighborhood Structures.

Proceedings of the Parallel Problem Solving from Nature, 2008

Use of Heuristic Local Search for Single-Objective Optimization in Multiobjective Memetic Algorithms.

Proceedings of the Parallel Problem Solving from Nature, 2008

Effects of Diversity Measures on the Design of Ensemble Classifiers by Multiobjective Genetic Fuzzy Rule Selection with a Multi-classifier Coding Scheme.

Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

Evolutionary many-objective optimization.

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

Designing fuzzy rule-based classifiers that can visually explain their classification results to human users.

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

Maintaining the diversity of solutions by non-geometric binary crossover: a worst one-max solver competition case study.

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Effectiveness of scalability improvement attempts on the performance of NSGA-II for many-objective problems.

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Effectiveness of designing fuzzy rule-based classifiers from Pareto-optimal rules.

Proceedings of the FUZZ-IEEE 2008, 2008

Evolutionary many-objective optimization: A short review.

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Scalability of multiobjective genetic local search to many-objective problems: Knapsack problem case studies.

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Evolutionary Multiobjective Fuzzy System Design.

Proceedings of the 3rd International ICST Conference on Bio-Inspired Models of Network, 2008

Multiobjective Classification Rule Mining.

Proceedings of the Multiobjective Problem Solving from Nature, 2008

2007

Use of Pareto-Optimal and Near Pareto-Optimal Candidate Rules in Genetic Fuzzy Rule Selection.

Proceedings of the Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007

Genetic rule selection with a multi-classifier coding scheme for ensemble classifier design.

Int. J. Hybrid Intell. Syst., 2007

Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning.

Int. J. Approx. Reasoning, 2007

Choosing extreme parents for diversity improvement in evolutionary multiobjective optimization algorithms.

Proceedings of the IEEE International Conference on Systems, 2007

Prescreening of Candidate Rules Using Association Rule Mining and Pareto-optimality in Genetic Rule Selection.

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Effects of the use of non-geometric binary crossover on evolutionary multiobjective optimization.

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Data Set Subdivision for Parallel Distributed Implementation of Genetic Fuzzy Rule Selection.

Proceedings of the FUZZ-IEEE 2007, 2007

Relation between Pareto-Optimal Fuzzy Rules and Pareto-Optimal Fuzzy Rule Sets.

Proceedings of the IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, 2007

Effects of spatial structures on evolution of iterated prisoner's dilemma game strategies with probabilistic decision making.

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Iterative approach to indicator-based multiobjective optimization.

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

An empirical study on the specification of the local search application probability in multiobjective memetic algorithms.

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

A Study on Traffic Information Sharing Through Inter-Vehicle Communication.

Proceedings of the 22nd IEEE International Symposium on Intelligent Control, 2007

2006

Fuzzy Ensemble Design through Multi-Objective Fuzzy Rule Selection.

Proceedings of the Multi-Objective Machine Learning, 2006

Multiple fuzzy state-value functions for human evaluation through interactive trajectory planning of a partner robot.

Soft Comput., 2006

Evolutionary multiobjective optimization for the design of fuzzy rule-based ensemble classifiers.

Int. J. Hybrid Intell. Syst., 2006

Effects of Using Two Neighborhood Structures in Cellular Genetic Algorithms for Function Optimization.

Proceedings of the Parallel Problem Solving from Nature, 2006

Incorporation of Scalarizing Fitness Functions into Evolutionary Multiobjective Optimization Algorithms.

Proceedings of the Parallel Problem Solving from Nature, 2006

Finding Simple Fuzzy Classification Systems with High Interpretability Through Multiobjective Rule Selection.

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Designing Fuzzy Ensemble Classifiers by Evolutionary Multiobjective Optimization with an Entropy-Based Diversity Criterion.

Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006

Incorporation of decision maker's preference into evolutionary multiobjective optimization algorithms.

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Multiobjective genetic rule selection as a data mining postprocessing procedure.

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Fuzzy Data Mining by Heuristic Rule Extraction and Multiobjective Genetic Rule Selection.

Proceedings of the IEEE International Conference on Fuzzy Systems, 2006

Optimization of Scalarizing Functions Through Evolutionary Multiobjective Optimization.

Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2006

Comparison between Single-Objective and Multi-Objective Genetic Algorithms: Performance Comparison and Performance Measures.

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Performance Evaluation of Evolutionary Multiobjective Approaches to the Design of Fuzzy Rule-Based Ensemble Classifiers.

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

An empirical study on the handling of overlapping solutions in evolutionary multiobjective optimization.

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Modification of Evolutionary Multiobjective Optimization Algorithms for Multiobjective Design of Fuzzy Rule-Based Classification Systems.

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Comparison between Fuzzy and Interval Partitions in Evolutionary Multiobjective Design of Rule-Based Classification Systems.

Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Multiobjective Formulations of Fuzzy Rule-Based Classification System Design.

Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

Effects of Removing Overlapping Solutions on the Performance of the NSGA-II Algorithm.

Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

2004

Imitative behavior generation for a vision-based partner robot.

Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Trajectory generation and accumulation for partner robots based on structured learning.

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003

Local episode-based learning of multi-objective behavior coordination for a mobile robot in dynamic environments.

Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Trajectory generation for human-friendly behavior of partner robot using fuzzy evaluating interactive genetic algorithm.

Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003

2000

Path Planning and Control for a Flexible Transfer System.

JRM, 2000

Multi-Objective Behavior Coordinate for a Mobile Robot with Fuzzy Neural Networks.

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000