| 1 |
An Analysis of Quality Indicators Using Approximated Optimal Distributions in a 3-D Objective Space
|
期刊论文 |
Ryoji Tanabe;Hisao Ishibuchi |
| 2 |
Hypervolume-Optimal μ-distributions on line-based Pareto fronts in three dimensions
|
会议论文 |
Ke Shang;Hisao Ishibuchi;Weiyu Chen;Lukas Adam |
| 3 |
Many-Objective Problems Are Not Always Difficult for Pareto Dominance-Based Evolutionary Algorithms
|
会议论文 |
Hisao Ishibuchi;Takashi Matsumoto;Naoki Masuyama;Yusuke Nojima |
| 4 |
Optimal Distributions of Solutions for Hypervolume Maximization on Triangular and Inverted Triangular Pareto Fronts of Four-Objective Problems
|
会议论文 |
Hisao Ishibuchi;Takashi Matsumoto;Naoki Masuyama;Yusuke Nojima |
| 5 |
A scalable multimodal multiobjective test problem
|
奖励 |
Hisao Ishibuchi;Yiming Peng |
| 6 |
Niching diversity estimation for multi-modal multi-objective optimization
|
会议论文 |
Yiming Peng;Hisao Ishibuchi |
| 7 |
Multi-label classification based on adaptive resonance theory
|
会议论文 |
Naoki Masuyama;Yusuke Nojima;Chu Kiong Loo;Hisao Ishibuchi |
| 8 |
Evolutionary Multi-Objective Multi-Tasking for Fuzzy Genetics-Based Machine Learning in Multi-Label Classification
|
会议论文 |
Yuichi Omozaki;Naoki Masuyama;Yusuke Nojima;Hisao Ishibuchi |
| 9 |
A Grid-Based Inverted Generational Distance for Multi/Many-Objective Optimization
|
期刊论文 |
Xinye Cai;Yushun Xiao;Miqing Li;Han Hu;Hisao Ishibuchi;Xiaoping Li |
| 10 |
New solution creation operator in MOEA/D for faster convergence
|
会议论文 |
Longcan Chen;Lie Meng Pang;Hisao Ishibuchi |
| 11 |
Dynamic multi-modal multi-objective optimization: A preliminary study
|
会议论文 |
Yiming Peng;Hisao Ishibuchi |
| 12 |
A Novel Dual-Stage Dual-Population Evolutionary Algorithm for Constrained Multi-Objective Optimization
|
期刊论文 |
Mengjun Ming;Rui Wang;Hisao Ishibuchi;Tao Zhang |
| 13 |
A New Hypervolume-Based Evolutionary Algorithm for Many-Objective Optimization
|
期刊论文 |
Ke Shang;Hisao Ishibuchi |
| 14 |
Decomposition-Based Multi-Objective Evolutionary Algorithm Design Under Two Algorithm Frameworks
|
期刊论文 |
Lie Meng Pang;Hisao Ishibuchi;Ke Shang |
| 15 |
Adaptive Resonance Theory-based Topological Clustering with a Divisive Hierarchical Structure Capable of Continual Learning
|
期刊论文 |
Naoki Masuyama;Narito Amako;Yuna Yamada;Yusuke Nojima;Hisao Ishibuchi |
| 16 |
Reverse Strategy for Non-Dominated Archiving
|
期刊论文 |
Yang Nan;Ke Shang;Hisao Ishibuchi;Linjun He |
| 17 |
Periodical Generation Update using an Unbounded External Archive for Multi-Objective Optimization
|
会议论文 |
Longcan Chen;Lie Meng Pang;Hisao Ishibuchi;Ke Shang |
| 18 |
A Hybrid Surrogate-Assisted Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization
|
会议论文 |
Kanzhen Wan;Cheng He;Auraham Camacho;Ke Shang;Ran Cheng;Hisao Ishibuchi |
| 19 |
Transformation-based Hypervolume Indicator: A Framework for Designing Hypervolume Variants
|
会议论文 |
Ke Shang;Hisao Ishibuchi;Yang Nan;Weiyu Chen |
| 20 |
Divisive hierarchical clustering based on Adaptive Resonance Theory
|
会议论文 |
Yuna Yamada;Naoki Masuyama;Narito Amako;Yusuke Nojima;Chu Kiong Loo;Hisao Ishibuchi |
| 21 |
Using a Genetic Algorithm-based Hyper-heuristic to Tune MOEA/D for a Set of Various Test Problems
|
会议论文 |
Lie Meng Pang;Hisao Ishibuchi;Ke Shang |
| 22 |
Proposal of a realistic many-objective test suite
|
会议论文 |
Weiyu Chen;Hisao Ishibuchi;Ke Shang |
| 23 |
A Study of the Naïve Objective Space Normalization Method in MOEA/D
|
会议论文 |
Linjun He;Yang Nan;Ke Shang;Hisao Ishibuchi |
| 24 |
Soft Computing Techniques for Dependable Cyber-Physical Systems
|
期刊论文 |
Muhammad Atif;Siddique Latif;Rizwan Ahmad;Adnan K.Kiani;Junaid Qadir;Adeel Baig;Hisao Ishibuchi;Waseem Abbas |
| 25 |
Periodical Weight Vector Update Using an Unbounded External Archive for Decomposition-Based Evolutionary Multi-Objective Optimization
|
会议论文 |
Longcan Chen;Lie Meng Pang;Hisao Ishibuchi;Ke Shang |
| 26 |
What is a Good Direction Vector Set for The R2-based Hypervolume Contribution Approximation
|
会议论文 |
Yang Nan;Ke Shang;Hisao Ishibuchi |
| 27 |
A Scalable Multimodal Multiobjective Test Problem
|
会议论文 |
Hisao Ishibuchi;Yiming Peng;Ke Shang |
| 28 |
Numerical Analysis on Optimal Distributions of Solutions for Hypervolume Maximization
|
会议论文 |
Hisao Ishibuchi;Lie Meng Pang;Ke Shang |
| 29 |
A Diversity-enhanced Subset Selection Framework for Multi-modal Multi-objective Optimization
|
期刊论文 |
Yiming Peng;Hisao Ishibuchi |
| 30 |
A niching indicator-based multi-modal many-objective optimizer
|
期刊论文 |
Ryoji Tanabe;Hisao Ishibuchi |
| 31 |
Review and analysis of three components of the differential evolution mutation operator in MOEA/D-DE
|
期刊论文 |
Ryoji Tanabe;Hisao Ishibuchi |
| 32 |
Topological Clustering via Adaptive Resonance Theory with Information Theoretic Learning
|
期刊论文 |
Naoki Masuyama;Chu Kiong Loo;Hisao Ishibuchi;Naoyuki Kubota;Yusuke Nojima;Yiping Liu |
| 33 |
HVC-Net: Deep learning based hypervolume contribution approximation
|
会议论文 |
Ke Shang;Weiduo Liao;Hisao Ishibuchi |
| 34 |
Modified Distance-based Subset Selection for Evolutionary Multi-objective Optimization Algorithms
|
会议论文 |
Weiyu Chen;Hisao Ishibuchi;Ke Shang |
| 35 |
Multi-Modal Multi-Objective Test Problems with an Infinite Number of Equivalent Pareto Sets
|
会议论文 |
Hisao Ishibuchi;Yiming Peng;Lie Meng Pang |
| 36 |
Distance-based subset selection revisited
|
会议论文 |
Ke Shang;Hisao Ishibuchi;Yang Nan |
| 37 |
Environmental selection using a fuzzy classifier for multiobjective evolutionary algorithms
|
会议论文 |
Jinyuan Zhang;Hisao Ishibuchi;Ke Shang;Linjun He;Lie Meng Pang;Yiming Peng |
| 38 |
Multiobjective optimization with fuzzy classification-assisted environmental selection
|
会议论文 |
Jinyuan Zhang;Hisao Ishibuchi |
| 39 |
A classification-assisted environmental selection strategy for multiobjective optimization
|
期刊论文 |
Jinyuan Zhang;Hisao Ishibuchi;Linjun He |
| 40 |
Simultaneous use of two normalization methods in decomposition-based multi-objective evolutionary algorithms
|
期刊论文 |
Linjun He;Ke Shang;Hisao Ishibuchi |
| 41 |
Comparison of hypervolume, IGD and IGD+ from the viewpoint of optimal distributions of solutions
|
奖励 |
Hisao Ishibuchi;Ryo Imada;Naoki Masuyama;Yusuke Nojima |
| 42 |
Effects of Discretization of Decision and Objective Spaces on the Performance of Evolutionary Multi-objective Optimization Algorithms
|
会议论文 |
Weiyu Chen;Hisao Ishibuchi;Ke Shang |
| 43 |
Two-Layered Weight Vector Specification in Decomposition-Based Multi-Objective Algorithms for Many-Objective Optimization Problems
|
会议论文 |
Hisao Ishibuchi;Ryo Imada;Naoki Masuyama;Yusuke Nojima |
| 44 |
Improving Local Search Hypervolume Subset Selection in Evolutionary Multi-objective Optimization
|
会议论文 |
Yang Nan;Ke Shang;Hisao Ishibuchi;Linjun He |
| 45 |
Clustering-Based Subset Selection in Evolutionary Multiobjective Optimization
|
会议论文 |
Weiyu Chen;Hisao Ishibuchi;Ke Shang |
| 46 |
Offline Automatic Parameter Tuning of MOEA/D Using Genetic Algorithm
|
会议论文 |
Lie Meng Pang;Hisao Ishibuchi;Ke Shang |
| 47 |
Constrained multiobjective distance minimization problems
|
会议论文 |
Yusuke Nojima;Takafumi Fukase;Yiping Liu;Naoki Masuyama;Hisao Ishibuchi |
| 48 |
Metric for evaluating normalization methods in multiobjective optimization
|
会议论文 |
Linjun He;Hisao Ishibuchi;Dipti Srinivasan |
| 49 |
A decomposition based large-scale multi-modal multi-objective optimization algorithm
|
奖励 |
Yiming Peng;Hisao Ishibuchi |
| 50 |
Algorithm Configurations of MOEA/D with an Unbounded External Archive
|
会议论文 |
Lie Meng Pang;Hisao Ishibuchi;Ke Shang |
| 51 |
Greedy approximated hypervolume subset selection for many-objective optimization
|
奖励 |
Ke Shang;Hisao Ishibuchi;Weiyu Chen |
| 52 |
A New Framework of Evolutionary Multi-Objective Algorithms with an Unbounded External Archive
|
会议论文 |
Hisao Ishibuchi;Lie Meng Pang;Ke Shang |
| 53 |
A Decomposition-based Hybrid Evolutionary Algorithm for Multi-modal Multi-objective Optimization
|
会议论文 |
Yiming Peng;Hisao Ishibuchi |
| 54 |
Greedy approximated hypervolume subset selection for many-objective optimization
|
会议论文 |
Ke Shang;Hisao Ishibuchi;Weiyu Chen |
| 55 |
Proposal of a New Test Problem for Large-Scale Multi- and Many-Objective Optimization
|
会议论文 |
Lie Meng Pang;Ke Shang;Longcan Chen;Hisao Ishibuchi;Weiyu Chen |
| 56 |
Effects of Dominance Resistant Solutions on the Performance of Evolutionary Multi-Objective and Many-Objective Algorithms
|
会议论文 |
Hisao Ishibuchi;Takashi Matsumoto;Naoki Masuyama;Yusuke Nojima |
| 57 |
Difficulties in Fair Performance Comparison of Multi-Objective Evolutionary Algorithms [Research Frontier]
|
期刊论文 |
Hisao Ishibuchi;Lie Meng Pang;Ke Shang |
| 58 |
Hypervolume-Optimal μ-Distributions on Line/Plane-Based Pareto Fronts in Three Dimensions
|
期刊论文 |
Ke Shang;Hisao Ishibuchi;Weiyu Chen;Yang Nan;Weiduo Liao |
| 59 |
Handling Imbalance Between Convergence and Diversity in the Decision Space in Evolutionary Multimodal Multiobjective Optimization
|
期刊论文 |
Yiping Liu;Hisao Ishibuchi;Gary G. Yen;Yusuke Nojima;Naoki Masuyama |
| 60 |
A Review of Evolutionary Multi-Modal Multi-Objective Optimization
|
期刊论文 |
Ryoji Tanabe;Hisao Ishibuchi |
| 61 |
Unsupervised fuzzy neural network for image clustering
|
会议论文 |
Yifan Wang;Hisao Ishibuchi;Jihua Zhu;Yaxiong Wang;Tao Dai |
| 62 |
Comparison of hypervolume, IGD and IGD+ from the viewpoint of optimal distributions of solutions
|
会议论文 |
Hisao Ishibuchi;Ryo Imada;Naoki Masuyama;Yusuke Nojima |
| 63 |
On the normalization in evolutionary multi-modal multi-objective optimization
|
会议论文 |
Yiping Liu;Hisao Ishibuchi;Gary G. Yen;Yusuke Nojima;Naoki Masuyama;Yuyan Han |
| 64 |
飞行决策生成方法和装置、计算机设备、存储介质
|
专利 |
尚可;石渕久生 |
| 65 |
Multiobjective fuzzy genetics-based machine learning for multi-label classification
|
会议论文 |
Yuichi Omozaki;Naoki Masuyama;Yusuke Nojima;Hisao Ishibuchi |
| 66 |
Initial Population Generation Method and its Effects on MOEA/D
|
会议论文 |
Cheng Gong;Lie Meng Pang;Hisao Ishibuchi |
| 67 |
Parallel Implementation of MOEA/D with Parallel Weight Vectors for Feature Selection
|
会议论文 |
Weiduo Liao;Hisao Ishibuchi;Lie Meng Pang;Ke Shang |
| 68 |
Multilayer Hierarchical clustering based on adaptive resonance theory for noisy environments
|
会议论文 |
Narito Amako;Naoki Masuyama;Chu Kiong Loo;Yusuke Nojima;Yiping Liu;Hisao Ishibuchi |
| 69 |
Searching for Local Pareto Optimal Solutions: A Case Study on Polygon-Based Problems
|
会议论文 |
Yiping Liu;Hisao Ishibuchi;Yusuke Nojima;Naoki Masuyama;Yuyan Han |
| 70 |
A dual-grid dual-phase strategy for constrained multi-objective optimization
|
会议论文 |
Mengjun Ming;Rui Wang;Tao Zhang;Hisao Ishibuchi |
| 71 |
Direction vector selection for R2-based hypervolume contribution approximation
|
会议论文 |
Tianye Shu;Ke Shang;Yang Nan;Hisao Ishibuchi |
| 72 |
Dynamic normalization in MOEA/D for multiobjective optimization
|
会议论文 |
Linjun He;Hisao Ishibuchi;Anupam Trivedi;Dipti Srinivasan |
| 73 |
Multiobjective fuzzy genetics-based machine learning for multi-label classification
|
奖励 |
Yuichi Omozaki;Naoki Masuyama;Yusuke Nojima;Hisao Ishibuchi |
| 74 |
Weak Convergence Detection-based Dynamic Reference Point Specification in SMS-EMOA
|
会议论文 |
Weiduo Liao;Ke Shang;Lie Meng Pang;Hisao Ishibuchi |
| 75 |
An easy-to-use real-world multi-objective optimization problem suite
|
期刊论文 |
Ryoji Tanabe;Hisao Ishibuchi |
| 76 |
Another difficulty of inverted triangular Pareto fronts for decomposition-based multi-objective algorithms
|
奖励 |
Linjun He;Auraham Camaho;Hisao Ishibuchi |
| 77 |
Robust TSK Fuzzy System based on Semi-Supervised Learning for Label Noise Data
|
期刊论文 |
Te Zhang;Zhaohong Deng;Hisao Ishibuchi;Lie Meng Pang |
| 78 |
A Survey of Normalization Methods in Multiobjective Evolutionary Algorithms
|
期刊论文 |
Linjun He;Hisao Ishibuchi;Anupam Trivedi;Handing Wang;Yang Nan;Dipti Srinivasan |
| 79 |
A Survey on the Hypervolume Indicator in Evolutionary Multiobjective Optimization
|
期刊论文 |
Ke Shang;Hisao Ishibuchi;Linjun He;Lie Meng Pang |
| 80 |
Fast Greedy Subset Selection from Large Candidate Solution Sets in Evolutionary Multi-objective Optimization
|
期刊论文 |
Weiyu Chen;Hisao Ishibuchi;Ke Shang |
| 81 |
Reference point specification for greedy hypervolume subset selection
|
会议论文 |
Ke Shang;Hisao Ishibuchi;Lie Meng Pang;Yang Nan |
| 82 |
Performance Comparison of Multi-Objective Evolutionary Algorithms on Simple and Difficult Many-Objective Test Problems
|
会议论文 |
Longcan Chen;Ke Shang;Hisao Ishibuchi |
| 83 |
Multi-Modal Multi-Objective Traveling Salesman Problem and its Evolutionary Optimizer
|
会议论文 |
Yiping Liu;Liting Xu;Yuyan Han;Naoki Masuyama;Yusuke Nojima;Hisao Ishibuchi;Gary G. Yen |
| 84 |
Effects of Local Mating in Inter-task Crossover on the Performance of Decomposition-based Evolutionary Multiobjective Multitask optimization Algorithms
|
会议论文 |
Ryuichi Hashimoto;Toshiki Urita;Naoki Masuyama;Yusuke Nojima;Hisao Ishibuchi |
| 85 |
Lazy Greedy Hypervolume Subset Selection from Large Candidate Solution Sets
|
会议论文 |
Weiyu Chen;Hisao Ishibuchi;Ke Shang |
| 86 |
Effect of Solution Information Sharing between Tasks on the Search Ability of Evolutionary Multiobjective Multitasking Algorithms
|
会议论文 |
Ryuichi Hashimoto;Naoki Masuyama;Yusuke Nojima;Hisao Ishibuchi |
| 87 |
Counterintuitive Experimental Results in Evolutionary Large-Scale Multi-Objective Optimization
|
期刊论文 |
Lie Meng Pang;Hisao Ishibuchi;Ke Shang |
| 88 |
A Framework to Handle Multi-modal Multi-objective Optimization in Decomposition-based Evolutionary Algorithms
|
期刊论文 |
Ryoji Tanabe;Hisao Ishibuchi |
| 89 |
Non-elitist evolutionary multi-objective optimizers revisited
|
会议论文 |
Ryoji Tanabe;Hisao Ishibuchi |
| 90 |
A Multiobjective Test Suite with Hexagon Pareto Fronts and Various Feasible Regions
|
会议论文 |
Takashi Matsumoto;Naoki Masuyama;Yusuke Nojima;Hisao Ishibuchi |
| 91 |
Multi-modal Multi-objective Optimization: Problem Analysis and Case Studies
|
会议论文 |
Yiming Peng;Hisao Ishibuchi;Ke Shang |
| 92 |
Improving the efficiency of R2HCA-EMOA
|
会议论文 |
Ke Shang;Hisao Ishibuchi;Longcan Chen;Weiyu Chen;Lie Meng Pang |
| 93 |
Fast Topological Adaptive Resonance Theory Based on Correntropy Induced Metric
|
会议论文 |
Naoki Masuyama;Narito Amako;Yusuke Nojima;Yiping Liu;Chu Kiong Loo;Hisao Ishibuchi |
| 94 |
Adapting Reference Vectors and Scalarizing Functions by Growing Neural Gas to Handle Irregular Pareto Fronts
|
期刊论文 |
Yiping Liu;Hisao Ishibuchi;Naoki Masuyama;Yusuke Nojima |
| 95 |
Adaptive resonance theory-based clustering for handling mixed data
|
会议论文 |
Naoki Masuyama;Yusuke Nojima;Hisao Ishibuchi;Zongying Liu |
| 96 |
NSGA-II With Simple Modification Works Well on a Wide Variety of Many-Objective Problems
|
期刊论文 |
Lie Meng Pang;Hisao Ishibuchi;Ke Shang |
| 97 |
A New Monotone Fuzzy Rule Relabeling Framework With Application to Failure Mode and Effect Analysis Methodology
|
期刊论文 |
Lie Meng Pang;Kai Meng Tay;Chee Peng Lim;Hisao Ishibuchi |
| 98 |
Regular Pareto Front Shape is not Realistic
|
会议论文 |
Hisao Ishibuchi;Linjun He;Ke Shang |
| 99 |
A two-stage hypervolume contribution approximation method based on R2 indicator
|
会议论文 |
Yang Nan;Ke Shang;Hisao Ishibuchi;Linjun He |
| 100 |
Population Size Specification for Fair Comparison of Multi-objective Evolutionary Algorithms
|
会议论文 |
Hisao Ishibuchi;Lie Meng Pang;Ke Shang |
| 101 |
Another difficulty of inverted triangular pareto fronts for decomposition-based multi-objective algorithms
|
会议论文 |
Linjun He;Auraham Camacho;Hisao Ishibuchi |
| 102 |
R2-based Hypervolume Contribution Approximation
|
期刊论文 |
Ke Shang;Hisao Ishibuchi;Xizi Ni |
