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ORCIDXin Yao 0001
Person information
- affiliation: Southern University of Science and Technology, Shenzhen Key Lab of Computational Intelligence, China
- affiliation: University of Birmingham, UK
- affiliation (PhD 1990): University of Science and Technology of China, Hefei, China
Other persons with the same name
- Xin Yao — disambiguation page
- Xin Yao 0002
![[0000-0001-7165-937X]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-7165-937X")
— Central South University, School of Computer Science and Engineering, Changsha, China (and 1 more) - Xin Yao 0003 — Tsinghua University, Beijing, China
- Xin Yao 0004 (aka: Eva Yao) — University of Colardo, Boulder, CO, USA (and 1 more)
- Xin Yao 0005 — Commanding Communications Academy, Wuhan, China
- Xin Yao 0006 — Peking University, Institute of Remote Sensing and Geographical Information Systems, Beijing, China
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2020 – today
- 2024
[j396]Bo Yuan, Shenhao Gui, Qingquan Zhang, Ziqi Wang, Junyi Wen, Bifei Mao, Jialin Liu, Xin Yao:
FairerML: An Extensible Platform for Analysing, Visualising, and Mitigating Biases in Machine Learning [Application Notes]. IEEE Comput. Intell. Mag. 19(2): 129-141 (2024)- [j395]Cong Teng, Liyan Song, Xin Yao:
Online cross-project approach with project-level similarity for just-in-time software defect prediction. Empir. Softw. Eng. 29(6): 158 (2024) - [j394]Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao:
Generative Adversarial Ranking Nets. J. Mach. Learn. Res. 25: 119:1-119:35 (2024) - [j393]Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao:
Sanitized clustering against confounding bias. Mach. Learn. 113(6): 3711-3730 (2024) - [j392]Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao:
PROUD: PaRetO-gUided diffusion model for multi-objective generation. Mach. Learn. 113(9): 6511-6538 (2024) - [j391]Daniel Herring, Michael Kirley, Xin Yao:
A comparative study of evolutionary approaches to the bi-objective dynamic Travelling Thief Problem. Swarm Evol. Comput. 84: 101433 (2024) - [j390]Bingdong Li, Yanting Yang, Dacheng Liu, Yan Zhang, Aimin Zhou, Xin Yao:
Accelerating surrogate assisted evolutionary algorithms for expensive multi-objective optimization via explainable machine learning. Swarm Evol. Comput. 88: 101610 (2024) - [j389]Ziming Wang, Changwu Huang, Xin Yao:
A Roadmap of Explainable Artificial Intelligence: Explain to Whom, When, What and How? ACM Trans. Auton. Adapt. Syst. 19(4): 20:1-20:40 (2024) - [j388]Bai Yan, Qi Zhao, Jin Zhang, J. Andrew Zhang, Xin Yao:
Gridless Evolutionary Approach for Line Spectral Estimation With Unknown Model Order. IEEE Trans. Cybern. 54(2): 935-947 (2024) - [j387]Xunzhao Yu, Yan Wang, Ling Zhu, Dimitar P. Filev, Xin Yao:
Engine Calibration With Surrogate-Assisted Bilevel Evolutionary Algorithm. IEEE Trans. Cybern. 54(6): 3832-3845 (2024) - [j386]Wenbin Pei, Bing Xue, Mengjie Zhang, Lin Shang, Xin Yao, Qiang Zhang:
A Survey on Unbalanced Classification: How Can Evolutionary Computation Help? IEEE Trans. Evol. Comput. 28(2): 353-373 (2024) - [j385]Miqing Li, Manuel López-Ibáñez, Xin Yao:
Multi-Objective Archiving. IEEE Trans. Evol. Comput. 28(3): 696-717 (2024) - [j384]Danial Yazdani, Mohammad Nabi Omidvar, Donya Yazdani, Jürgen Branke, Trung Thanh Nguyen, Amir H. Gandomi, Yaochu Jin, Xin Yao:
Robust Optimization Over Time: A Critical Review. IEEE Trans. Evol. Comput. 28(5): 1265-1285 (2024) - [j383]Ke Li, Renzhi Chen, Xin Yao:
A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments. IEEE Trans. Evol. Comput. 28(5): 1396-1411 (2024) - [j382]Ziming Wang, Changwu Huang, Yun Li, Xin Yao:
Multi-objective Feature Attribution Explanation For Explainable Machine Learning. ACM Trans. Evol. Learn. Optim. 4(1): 2:1-2:32 (2024) - [j381]Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Knowledge Transfer for Dynamic Multi-Objective Optimization With a Changing Number of Objectives. IEEE Trans. Emerg. Top. Comput. Intell. 8(6): 4210-4224 (2024) - [j380]Zhi Cao, Ye Shi, Yu-Cheng Chang, Xin Yao, Chin-Teng Lin:
Twin Fuzzy Networks With Interpolation Consistency Regularization for Weakly Supervised Anomaly Detection. IEEE Trans. Fuzzy Syst. 32(9): 5086-5097 (2024) - [j379]Shuxian Li, Liyan Song, Xiaoyu Wu, Zheng Hu, Yiu-ming Cheung, Xin Yao:
Multi-Class Imbalance Classification Based on Data Distribution and Adaptive Weights. IEEE Trans. Knowl. Data Eng. 36(10): 5265-5279 (2024) - [j378]Yinghua Yao, Yuangang Pan, Ivor W. Tsang, Xin Yao:
Differential-Critic GAN: Generating What You Want by a Cue of Preferences. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3754-3768 (2024) - [j377]Xinming Shi, Leandro L. Minku, Xin Yao:
Evolving Memristive Reservoir. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13574-13588 (2024) - [j376]Guofu Zhang, Lei Li, Zhaopin Su, Feng Yue, Yang Chen, Miqing Li, Xin Yao:
On Estimating the Feasible Solution Space of Multi-objective Testing Resource Allocation. ACM Trans. Softw. Eng. Methodol. 33(6): 145 (2024) - [c367]Shuaixiang Zhang, Yixuan Yang, Hao Tong, Xin Yao:
Learning-Based Problem Reduction for Large-Scale Uncapacitated Facility Location Problems. CEC 2024: 1-8 - [c366]Jiashi Gao, Xin Yao, Xuetao Wei:
Anti-Matthew FL: Bridging the Performance Gap in Federated Learning to Counteract the Matthew Effect. ECAI 2024: 1967-1974 - [c365]Chengpeng Hu, Jialin Liu, Xin Yao:
Evolutionary Reinforcement Learning via Cooperative Coevolution. ECAI 2024: 3300-3307 - [c364]Ziming Wang, Changwu Huang, Xin Yao:
Feature Attribution Explanation Based on Multi-Objective Evolutionary Learning. GECCO Companion 2024: 61-62 - [c363]Danial Yazdani, Xin Yao:
A Deep Dive into Robust Optimization Over Time: Problems, Algorithms, and Beyond. GECCO Companion 2024: 1187-1196 - [c362]Danial Yazdani, Juergen Branke, Mohammad Sadegh Khorshidi, Mohammad Nabi Omidvar, Xiaodong Li, Amir H. Gandomi, Xin Yao:
Clustering in Dynamic Environments: A Framework for Benchmark Dataset Generation With Heterogeneous Changes. GECCO 2024 - [c361]Han Zhang, Qing Li, Xin Yao:
An Adaptive Interactive Routing-Packing Strategy for Split Delivery Vehicle Routing Problem with 3D Loading Constraints. GECCO 2024 - [c360]Han Zhang, Qing Li, Xin Yao:
PEACH: A Multi-Objective Evolutionary Algorithm for Complex Vehicle Routing with Three-Dimensional Loading Constraints. GECCO Companion 2024: 231-234 - [c359]Ziqi Wang, Chengpeng Hu, Jialin Liu, Xin Yao:
Negatively Correlated Ensemble Reinforcement Learning for Online Diverse Game Level Generation. ICLR 2024 - [c358]Lidan Tan, Changwu Huang, Xin Yao:
A Concept-Based Local Interpretable Model-Agnostic Explanation Approach for Deep Neural Networks in Image Classification. Intelligent Information Processing (2) 2024: 119-133 - [c357]Giuseppe Serra, Peter Tino, Zhao Xu, Xin Yao:
An Interpretable Alternative to Neural Representation Learning for Rating Prediction - Transparent Latent Class Modeling of User Reviews. IJCNN 2024: 1-8 - [c356]Han Zhang, Qing Li, Xin Yao:
Knowledge-Guided Optimization for Complex Vehicle Routing with 3D Loading Constraints. PPSN (1) 2024: 133-148 - [c355]Mingfeng Li, Weijie Zheng, Wen Xie, Ao Sun, Xin Yao:
When Does the Time-Linkage Property Help Optimization by Evolutionary Algorithms? PPSN (3) 2024: 280-294 - [i101]Danial Yazdani, Jürgen Branke, Mohammad Sadegh Khorshidi, Mohammad Nabi Omidvar, Xiaodong Li, Amir H. Gandomi, Xin Yao:
Clustering in Dynamic Environments: A Framework for Benchmark Dataset Generation With Heterogeneous Changes. CoRR abs/2402.15731 (2024) - [i100]Ziming Wang, Changwu Huang, Xin Yao:
Procedural Fairness in Machine Learning. CoRR abs/2404.01877 (2024) - [i99]Chengpeng Hu, Jialin Liu, Xin Yao:
Evolutionary Reinforcement Learning via Cooperative Coevolution. CoRR abs/2404.14763 (2024) - [i98]Shengcai Liu, Zhiyuan Wang, Yew-Soon Ong, Xin Yao, Ke Tang:
Learning Mixture-of-Experts for General-Purpose Black-Box Discrete Optimization. CoRR abs/2405.18884 (2024) - [i97]Giuseppe Serra, Peter Tino, Zhao Xu, Xin Yao:
An Interpretable Alternative to Neural Representation Learning for Rating Prediction - Transparent Latent Class Modeling of User Reviews. CoRR abs/2407.00063 (2024) - [i96]Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao:
PROUD: PaRetO-gUided Diffusion Model for Multi-objective Generation. CoRR abs/2407.04493 (2024) - [i95]Javier Poyatos, Javier Del Ser, Salvador García, Hisao Ishibuchi, Daniel Molina, Isaac Triguero, Bing Xue, Xin Yao, Francisco Herrera:
Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects. CoRR abs/2407.08745 (2024) - [i94]Jiashi Gao, Ziwei Wang, Xiangyu Zhao, Xin Yao, Xuetao Wei:
PFAttack: Stealthy Attack Bypassing Group Fairness in Federated Learning. CoRR abs/2410.06509 (2024) - 2023
- [j375]Shengcai Liu, Yu Zhang, Ke Tang, Xin Yao:
How Good is Neural Combinatorial Optimization? A Systematic Evaluation on the Traveling Salesman Problem. IEEE Comput. Intell. Mag. 18(3): 14-28 (2023) - [j374]Ming Yang, Jie Gao, Aimin Zhou, Changhe Li, Xin Yao:
Contribution-Based Cooperative Co-Evolution With Adaptive Population Diversity for Large-Scale Global Optimization [Research Frontier]. IEEE Comput. Intell. Mag. 18(3): 56-68 (2023) - [j373]Shouyong Jiang, Juan Zou, Shengxiang Yang, Xin Yao:
Evolutionary Dynamic Multi-objective Optimisation: A Survey. ACM Comput. Surv. 55(4): 76:1-76:47 (2023) - [j372]Liyan Song, Leandro L. Minku, Xin Yao:
On the validity of retrospective predictive performance evaluation procedures in just-in-time software defect prediction. Empir. Softw. Eng. 28(5): 124 (2023) - [j371]Kangshun Li, Ziming Wang, Xin Yao, Jiahao Liu, Hongming Fang, Yishu Lei:
Recidivism early warning model based on rough sets and the improved K-prototype clustering algorithm and a back propagation neural network. J. Ambient Intell. Humaniz. Comput. 14(2): 839-851 (2023) - [j370]Qingquan Zhang, Jialin Liu, Xin Yao:
An efficient many objective optimization algorithm with few parameters. Swarm Evol. Comput. 83: 101405 (2023) - [j369]Changwu Huang, Zeqi Zhang, Bifei Mao, Xin Yao:
An Overview of Artificial Intelligence Ethics. IEEE Trans. Artif. Intell. 4(4): 799-819 (2023) - [j368]Chengpeng Hu, Ziqi Wang, Tianye Shu, Hao Tong, Julian Togelius, Xin Yao, Jialin Liu:
Reinforcement Learning With Dual-Observation for General Video Game Playing. IEEE Trans. Games 15(2): 202-216 (2023) - [j367]Zhaopin Su, Mengke Li, Guofu Zhang, Qinfang Wu, Miqing Li, Weiming Zhang, Xin Yao:
Robust Audio Copy-Move Forgery Detection Using Constant Q Spectral Sketches and GA-SVM. IEEE Trans. Dependable Secur. Comput. 20(5): 4016-4031 (2023) - [j366]Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang, Xin Yao:
Knowledge Transfer Genetic Programming With Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem. IEEE Trans. Evol. Comput. 27(2): 311-325 (2023) - [j365]Danial Yazdani, Donya Yazdani, Jürgen Branke, Mohammad Nabi Omidvar, Amir Hossein Gandomi, Xin Yao:
Robust Optimization Over Time by Estimating Robustness of Promising Regions. IEEE Trans. Evol. Comput. 27(3): 657-670 (2023) - [j364]Ke Li, Guiyu Lai, Xin Yao:
Interactive Evolutionary Multiobjective Optimization via Learning to Rank. IEEE Trans. Evol. Comput. 27(4): 749-763 (2023) - [j363]Qingquan Zhang, Jialin Liu, Zeqi Zhang, Junyi Wen, Bifei Mao, Xin Yao:
Mitigating Unfairness via Evolutionary Multiobjective Ensemble Learning. IEEE Trans. Evol. Comput. 27(4): 848-862 (2023) - [j362]Tuo Zhang, Handing Wang, Bo Yuan, Yaochu Jin, Xin Yao:
Surrogate-Assisted Evolutionary Q-Learning for Black-Box Dynamic Time-Linkage Optimization Problems. IEEE Trans. Evol. Comput. 27(5): 1162-1176 (2023) - [j361]Delaram Yazdani, Danial Yazdani, Donya Yazdani, Mohammad Nabi Omidvar, Amir H. Gandomi, Xin Yao:
A Species-based Particle Swarm Optimization with Adaptive Population Size and Deactivation of Species for Dynamic Optimization Problems. ACM Trans. Evol. Learn. Optim. 3(4): 14:1-14:25 (2023) - [j360]Shuyi Zhang, Peter Tino, Xin Yao:
Hierarchical Reduced-Space Drift Detection Framework for Multivariate Supervised Data Streams. IEEE Trans. Knowl. Data Eng. 35(3): 2628-2640 (2023) - [j359]Jie Lu, João Gama, Xin Yao, Leandro L. Minku:
Guest Editorial: Special Issue on Stream Learning. IEEE Trans. Neural Networks Learn. Syst. 34(10): 6683-6685 (2023) - [j358]Zilu Wang, Xinming Shi, Xin Yao:
A Brain-Inspired Hardware Architecture for Evolutionary Algorithms Based on Memristive Arrays. ACM Trans. Design Autom. Electr. Syst. 28(5): 82:1-82:32 (2023) - [j357]Guofu Zhang, Lei Li, Zhaopin Su, Zhisheng Shao, Miqing Li, Bin Li, Xin Yao:
New Reliability-Driven Bounds for Architecture-Based Multi-Objective Testing Resource Allocation. IEEE Trans. Software Eng. 49(4): 2513-2529 (2023) - [c354]Shuxian Li, Liyan Song, Yiu-ming Cheung, Xin Yao:
BEDCOE: Borderline Enhanced Disjunct Cluster Based Oversampling Ensemble for Online Multi-Class Imbalance Learning. ECAI 2023: 1414-1421 - [c353]Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
A Novel Generalized Metaheuristic Framework for Dynamic Capacitated Arc Routing Problems. GECCO Companion 2023: 45-46 - [c352]Shuaixiang Zhang, Hao Tong, Jialin Liu, Xin Yao:
Generate Competitive Solutions for Uncapacitated Facility Location Problem by Learning from Small Instances. GECCO Companion 2023: 255-258 - [c351]Jiyuan Pei, Hao Tong, Jialin Liu, Yi Mei, Xin Yao:
Local Optima Correlation Assisted Adaptive Operator Selection. GECCO 2023: 339-347 - [c350]Daniel Herring, Michael Kirley, Xin Yao:
An Iterative Machine Learning Approach to Informative Performance Reporting in Dynamic Multi-Objective Optimization. GECCO Companion 2023: 367-370 - [c349]Xinming Shi, Zilu Wang, Leandro L. Minku, Xin Yao:
Explaining Memristive Reservoir Computing Through Evolving Feature Attribution. GECCO Companion 2023: 683-686 - [c348]Zhi Yang, Ziming Wang, Changwu Huang, Xin Yao:
An Explainable Feature Selection Approach for Fair Machine Learning. ICANN (8) 2023: 75-86 - [c347]Chengpeng Hu, Jiyuan Pei, Jialin Liu, Xin Yao:
Evolving Constrained Reinforcement Learning Policy. IJCNN 2023: 1-8 - [c346]Chengpeng Hu, Ziming Wang, Jialin Liu, Junyi Wen, Bifei Mao, Xin Yao:
Constrained Reinforcement Learning for Dynamic Material Handling. IJCNN 2023: 1-9 - [c345]Ziming Wang, Changwu Huang, Xin Yao:
Feature Attribution Explanation to Detect Harmful Dataset Shift. IJCNN 2023: 1-8 - [c344]Yunce Zhao, Dashan Gao, Yinghua Yao, Zeqi Zhang, Bifei Mao, Xin Yao:
Robust Deep Learning Models against Semantic-Preserving Adversarial Attack. IJCNN 2023: 1-8 - [c343]Shuxian Li, Liyan Song, Xiaoyu Wu, Zheng Hu, Yiu-ming Cheung, Xin Yao:
ARConvL: Adaptive Region-Based Convolutional Learning for Multi-class Imbalance Classification. ECML/PKDD (2) 2023: 103-120 - [c342]Liyan Song, Leandro L. Minku, Cong Teng, Xin Yao:
A Practical Human Labeling Method for Online Just-in-Time Software Defect Prediction. ESEC/SIGSOFT FSE 2023: 605-617 - [c341]Shun Lu, Cheng Chen, Kunlong Zhang, Yang Zheng, Zheng Hu, Wenjing Hong, Guiying Li, Xin Yao:
Noise-Tolerant Hardware-Aware Pruning for Deep Neural Networks. ICSI (2) 2023: 127-138 - [d3]Liyan Song, Leandro L. Minku, Cong Teng, Xin Yao:
HumLa-fse2023. Zenodo, 2023
- [i93]Miqing Li, Manuel López-Ibáñez, Xin Yao:
Multi-Objective Archiving. CoRR abs/2303.09685 (2023) - [i92]Dashan Gao, Yunce Zhao, Yinghua Yao, Zeqi Zhang, Bifei Mao, Xin Yao:
Robust Deep Learning Models Against Semantic-Preserving Adversarial Attack. CoRR abs/2304.03955 (2023) - [i91]Xunzhao Yu, Yan Wang, Ling Zhu, Dimitar P. Filev, Xin Yao:
Experience-Based Evolutionary Algorithms for Expensive Optimization. CoRR abs/2304.04166 (2023) - [i90]Chengpeng Hu, Jiyuan Pei, Jialin Liu, Xin Yao:
Evolving Constrained Reinforcement Learning Policy. CoRR abs/2304.09869 (2023) - [i89]Jiyuan Pei, Hao Tong, Jialin Liu, Yi Mei, Xin Yao:
Local Optima Correlation Assisted Adaptive Operator Selection. CoRR abs/2305.02805 (2023) - [i88]Weijie Zheng, Xin Yao:
Theoretical Analyses of Evolutionary Algorithms on Time-Linkage OneMax with General Weights. CoRR abs/2305.07098 (2023) - [i87]Chengpeng Hu, Ziming Wang, Jialin Liu, Junyi Wen, Bifei Mao, Xin Yao:
Constrained Reinforcement Learning for Dynamic Material Handling. CoRR abs/2305.13824 (2023) - [i86]Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Knowledge Transfer for Dynamic Multi-objective Optimization with a Changing Number of Objectives. CoRR abs/2306.10668 (2023) - [i85]Mai Peng, Zeneng She, Delaram Yazdani, Danial Yazdani, Wenjian Luo, Changhe Li, Jürgen Branke, Trung Thanh Nguyen, Amir H. Gandomi, Yaochu Jin, Xin Yao:
Evolutionary Dynamic Optimization Laboratory: A MATLAB Optimization Platform for Education and Experimentation in Dynamic Environments. CoRR abs/2308.12644 (2023) - [i84]Jiashi Gao, Changwu Huang, Ming Tang, Shin Hwei Tan, Xin Yao, Xuetao Wei:
EFFL: Egalitarian Fairness in Federated Learning for Mitigating Matthew Effect. CoRR abs/2309.16338 (2023) - [i83]Yinghua Yao, Yuangang Pan, Jing Li, Ivor W. Tsang, Xin Yao:
Sanitized Clustering against Confounding Bias. CoRR abs/2311.01252 (2023) - [i82]Jun He, Siang Yew Chong, Xin Yao:
Fast Estimations of Hitting Time of Elitist Evolutionary Algorithms from Fitness Levels. CoRR abs/2311.10502 (2023) - 2022
- [j356]Changwu Huang, Hao Bai, Xin Yao:
Online algorithm configuration for differential evolution algorithm. Appl. Intell. 52(8): 9193-9211 (2022) - [j355]Bai Yan, Qi Zhao, Mengke Li, Jin Zhang, J. Andrew Zhang, Xin Yao:
Fitness landscape analysis and niching genetic approach for hybrid beamforming in RIS-aided communications. Appl. Soft Comput. 131: 109725 (2022) - [j354]Xinming Shi, Leandro L. Minku, Xin Yao:
A novel tree-based representation for evolving analog circuits and its application to memristor-based pulse generation circuit. Genet. Program. Evolvable Mach. 23(4): 453-493 (2022) - [j353]Wenjian Luo, Luming Shi, Xin Lin, Jiajia Zhang, Miqing Li, Xin Yao:
Finding top-K solutions for the decision-maker in multiobjective optimization. Inf. Sci. 613: 204-227 (2022) - [j352]Danny Weyns, Thomas Bäck, René Vidal, Xin Yao, Ahmed Nabil Belbachir:
The vision of self-evolving computing systems. J. Integr. Des. Process. Sci. 26(3-4): 351-367 (2022) - [j351]Changwu Huang, Lianghao Li, Cheng He, Ran Cheng, Xin Yao:
Adaptive multiobjective evolutionary algorithm for large-scale transformer ratio error estimation. Memetic Comput. 14(2): 237-251 (2022) - [j350]Xinming Shi, Leandro L. Minku, Xin Yao:
Adaptive Memory-Enhanced Time Delay Reservoir and its Memristive Implementation. IEEE Trans. Computers 71(11): 2766-2777 (2022) - [j349]Shengcai Liu, Ke Tang, Xin Yao:
Generative Adversarial Construction of Parallel Portfolios. IEEE Trans. Cybern. 52(2): 784-795 (2022) - [j348]Shaolong Shi, Yifan Chen, Xin Yao:
NGA-Inspired Nanorobots-Assisted Detection of Multifocal Cancer. IEEE Trans. Cybern. 52(5): 2787-2797 (2022) - [j347]Danial Yazdani, Mohammad Nabi Omidvar, Ran Cheng, Jürgen Branke, Trung Thanh Nguyen, Xin Yao:
Benchmarking Continuous Dynamic Optimization: Survey and Generalized Test Suite. IEEE Trans. Cybern. 52(5): 3380-3393 (2022) - [j346]Shaolong Shi, Yifan Chen, Xin Yao:
In Vivo Computing Strategies for Tumor Sensitization and Targeting. IEEE Trans. Cybern. 52(6): 4970-4980 (2022) - [j345]Shaolong Shi, Neda Sharifi, Yifan Chen, Xin Yao:
Tension-Relaxation In Vivo Computing Principle for Tumor Sensitization and Targeting. IEEE Trans. Cybern. 52(9): 9145-9156 (2022) - [j344]Shaolin Wang, Yi Mei, Mengjie Zhang, Xin Yao:
Genetic Programming With Niching for Uncertain Capacitated Arc Routing Problem. IEEE Trans. Evol. Comput. 26(1): 73-87 (2022) - [j343]Xiaofen Lu, Ke Tang, Stefan Menzel, Xin Yao:
Dynamic Optimization in Fast-Changing Environments via Offline Evolutionary Search. IEEE Trans. Evol. Comput. 26(3): 431-445 (2022) - [j342]Wenxing Lan, Ziyuan Ye, Peijun Ruan, Jialin Liu, Peng Yang, Xin Yao:
Region-Focused Memetic Algorithms With Smart Initialization for Real-World Large-Scale Waste Collection Problems. IEEE Trans. Evol. Comput. 26(4): 704-718 (2022) - [j341]Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao:
A Review of Population-Based Metaheuristics for Large-Scale Black-Box Global Optimization - Part I. IEEE Trans. Evol. Comput. 26(5): 802-822 (2022) - [j340]Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao:
A Review of Population-Based Metaheuristics for Large-Scale Black-Box Global Optimization - Part II. IEEE Trans. Evol. Comput. 26(5): 823-843 (2022) - [j339]Ke Li, Haifeng Nie, Huiru Gao, Xin Yao:
Posterior Decision Making Based on Decomposition-Driven Knee Point Identification. IEEE Trans. Evol. Comput. 26(6): 1409-1423 (2022) - [j338]Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
A Novel Generalized Metaheuristic Framework for Dynamic Capacitated Arc Routing Problems. IEEE Trans. Evol. Comput. 26(6): 1486-1500 (2022) - [j337]Miqing Li, Tao Chen, Xin Yao:
How to Evaluate Solutions in Pareto-Based Search-Based Software Engineering: A Critical Review and Methodological Guidance. IEEE Trans. Software Eng. 48(5): 1771-1799 (2022) - [c340]Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
Benchmarking Dynamic Capacitated Arc Routing Algorithms Using Real-World Traffic Simulation. CEC 2022: 1-8 - [c339]Hao Tong, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao:
What makes the dynamic capacitated Arc routing problem hard to solve: insights from fitness landscape analysis. GECCO 2022: 305-313 - [c338]Daniel Herring, Michael Kirley, Xin Yao:
Reproducibility and baseline reporting for dynamic multi-objective benchmark problems. GECCO 2022: 529-537 - [c337]Xinming Shi, Jiashi Gao, Leandro L. Minku, Xin Yao:
Evolving parsimonious circuits through shapley value-based genetic programming. GECCO Companion 2022: 602-605 - [c336]