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IEEE Transactions on Evolutionary Computation, Volume 24
Volume 24, Number 1, February 2020
- Danial Yazdani
, Mohammad Nabi Omidvar
Scaling Up Dynamic Optimization Problems: A Divide-and-Conquer Approach. 1-15 - Xiaolong Zheng, A. Kai Qin
Self-Regulated Evolutionary Multitask Optimization. 16-28 - Yong Wang
Utilizing the Correlation Between Constraints and Objective Function for Constrained Evolutionary Optimization. 29-43 - Emmanuel Kieffer
Tackling Large-Scale and Combinatorial Bi-Level Problems With a Genetic Programming Hyper-Heuristic. 44-56 - Mohammad Reza Bonyadi
A Theoretical Guideline for Designing an Effective Adaptive Particle Swarm. 57-68 - Kavitesh Kumar Bali
Multifactorial Evolutionary Algorithm With Online Transfer Parameter Estimation: MFEA-II. 69-83 - Jaroslaw Arabas
Toward a Matrix-Free Covariance Matrix Adaptation Evolution Strategy. 84-98 - Yi Xiang
A Many-Objective Evolutionary Algorithm With Pareto-Adaptive Reference Points. 99-113 - Zi-Jia Wang
Automatic Niching Differential Evolution With Contour Prediction Approach for Multimodal Optimization Problems. 114-128 - Xueming Yan
A Graph-Based Fuzzy Evolutionary Algorithm for Solving Two-Echelon Vehicle Routing Problems. 129-141 - Dunwei Gong, Biao Xu
A Similarity-Based Cooperative Co-Evolutionary Algorithm for Dynamic Interval Multiobjective Optimization Problems. 142-156 - Bo Yuan
Toward Efficient Design Space Exploration for Fault-Tolerant Multiprocessor Systems. 157-169 - Bach Hoai Nguyen
Multiple Reference Points-Based Decomposition for Multiobjective Feature Selection in Classification: Static and Dynamic Mechanisms. 170-184 - Ke Shang
R2-Based Hypervolume Contribution Approximation. 185-192 - Ryoji Tanabe
A Review of Evolutionary Multimodal Multiobjective Optimization. 193-200
Volume 24, Number 2, April 2020
- Changwu Huang
A Survey of Automatic Parameter Tuning Methods for Metaheuristics. 201-216 - Yu-Jun Zheng
Evolutionary Collaborative Human-UAV Search for Escaped Criminals. 217-231 - Michal Bidlo, Michal Dobes:
Evolutionary Development of Growing Generic Sorting Networks by Means of Rewriting Systems. 232-244 - Yi Xiang
Enhancing Decomposition-Based Algorithms by Estimation of Distribution for Constrained Optimal Software Product Selection. 245-259 - Qingyang Zhang, Shengxiang Yang
Novel Prediction Strategies for Dynamic Multiobjective Optimization. 260-274 - Han Huang
An Experimental Method to Estimate Running Time of Evolutionary Algorithms for Continuous Optimization. 275-289 - Miao Rong
A Multimodel Prediction Method for Dynamic Multiobjective Evolutionary Optimization. 290-304 - Leilei Cao
Evolutionary Dynamic Multiobjective Optimization Assisted by a Support Vector Regression Predictor. 305-319 - Michal K. Tomczyk
Decomposition-Based Interactive Evolutionary Algorithm for Multiple Objective Optimization. 320-334 - Yu-Hui Zhang
Parameter-Free Voronoi Neighborhood for Evolutionary Multimodal Optimization. 335-349 - Yanan Sun
Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor. 350-364 - Xiwen Cai, Liang Gao
Efficient Generalized Surrogate-Assisted Evolutionary Algorithm for High-Dimensional Expensive Problems. 365-379 - Ye Tian
An Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems. 380-393 - Yanan Sun
Evolving Deep Convolutional Neural Networks for Image Classification. 394-407
Volume 24, Number 3, June 2020
- Cuie Yang
Offline Data-Driven Multiobjective Optimization: Knowledge Transfer Between Surrogates and Generation of Final Solutions. 409-423 - Jun Zhang
Multisource Selective Transfer Framework in Multiobjective Optimization Problems. 424-438 - Yiping Liu
Adapting Reference Vectors and Scalarizing Functions by Growing Neural Gas to Handle Irregular Pareto Fronts. 439-453 - Kaustuv Nag
Feature Extraction and Selection for Parsimonious Classifiers With Multiobjective Genetic Programming. 454-466 - Marco Aurélio Lopes Barbosa
Data Structures for Direct Spanning Tree Representations in Mutation-Based Evolutionary Algorithms. 467-478 - Feng Wang, Yixuan Li, Aimin Zhou
An Estimation of Distribution Algorithm for Mixed-Variable Newsvendor Problems. 479-493 - Zhenan He
Evolutionary Multiobjective Optimization With Robustness Enhancement. 494-507 - Ting Huang
A Niching Memetic Algorithm for Multi-Solution Traveling Salesman Problem. 508-522 - Mingming Li
Evolutionary Network Embedding Preserving Both Local Proximity and Community Structure. 523-535 - Xiaogen Zhou
Underestimation-Assisted Global-Local Cooperative Differential Evolution and the Application to Protein Structure Prediction. 536-550 - Yiping Liu
Handling Imbalance Between Convergence and Diversity in the Decision Space in Evolutionary Multimodal Multiobjective Optimization. 551-565 - An Song
A Divide-and-Conquer Evolutionary Algorithm for Large-Scale Virtual Network Embedding. 566-580 - Edgar Covantes Osuna
Runtime Analysis of Crowding Mechanisms for Multimodal Optimization. 581-592 - Patrick Spettel
Analysis of the $(\mu/\mu_{I}, \lambda)-\sigma$ -Self-Adaptation Evolution Strategy With Repair by Projection Applied to a Conically Constrained Problem. 593-602 - Hemant Kumar Singh
Understanding Hypervolume Behavior Theoretically for Benchmarking in Evolutionary Multi/Many-Objective Optimization. 603-610
Volume 24, Number 4, August 2020
- David Guirguis
Evolutionary Black-Box Topology Optimization: Challenges and Promises. 613-633 - Xiaoliang Ma, Yanan Yu, Xiaodong Li
A Survey of Weight Vector Adjustment Methods for Decomposition-Based Multiobjective Evolutionary Algorithms. 634-649 - Brendan Case
Self-Adaptation in Nonelitist Evolutionary Algorithms on Discrete Problems With Unknown Structure. 650-663 - Ajitha Shenoy K. B
Efficacy of the Metropolis Algorithm for the Minimum-Weight Codeword Problem Using Codeword and Generator Search Spaces. 664-678 - Yonghao Du
A Data-Driven Parallel Scheduling Approach for Multiple Agile Earth Observation Satellites. 679-693 - Chao Qian
Distributed Pareto Optimization for Large-Scale Noisy Subset Selection. 694-707 - Zong-Gan Chen
Distributed Individuals for Multiple Peaks: A Novel Differential Evolution for Multimodal Optimization Problems. 708-719 - Ryoji Tanabe
A Framework to Handle Multimodal Multiobjective Optimization in Decomposition-Based Evolutionary Algorithms. 720-734 - Shuai Wang
Surrogate-Assisted Robust Optimization of Large-Scale Networks Based on Graph Embedding. 735-749 - Yi-Nan Guo
Novel Interactive Preference-Based Multiobjective Evolutionary Optimization for Bolt Supporting Networks. 750-764 - Weiqi Chen
MUMI: Multitask Module Identification for Biological Networks. 765-776 - Qunfeng Liu
Paradoxes in Numerical Comparison of Optimization Algorithms. 777-791 - Qing-da Chen
A Novel Evolutionary Algorithm for Dynamic Constrained Multiobjective Optimization Problems. 792-806 - Ke Shang
Erratum to "R2-Based Hypervolume Contribution Approximation". 807
Volume 24, Number 5, October 2020
- Maha Elarbi
Approximating Complex Pareto Fronts With Predefined Normal-Boundary Intersection Directions. 809-823 - Jiabin Lin, Hai-Lin Liu
Multiobjective Multitasking Optimization Based on Incremental Learning. 824-838 - Ke Shang
A New Hypervolume-Based Evolutionary Algorithm for Many-Objective Optimization. 839-852 - Ryoji Tanabe
An Analysis of Quality Indicators Using Approximated Optimal Distributions in a 3-D Objective Space. 853-867 - Cheng He
Evolutionary Large-Scale Multiobjective Optimization for Ratio Error Estimation of Voltage Transformers. 868-881 - Xianfang Song, Yong Zhang
Variable-Size Cooperative Coevolutionary Particle Swarm Optimization for Feature Selection on High-Dimensional Data. 882-895 - Jingda Deng
Combining Simple and Adaptive Monte Carlo Methods for Approximating Hypervolume. 896-907 - Jun Yi, Junren Bai
A Multifactorial Evolutionary Algorithm for Multitasking Under Interval Uncertainties. 908-922 - Jian-Yu Li
Boosting Data-Driven Evolutionary Algorithm With Localized Data Generation. 923-937 - Qingling Zhu
A Constrained Multiobjective Evolutionary Algorithm With Detect-and-Escape Strategy. 938-947 - Haibin Duan
Limit-Cycle-Based Mutant Multiobjective Pigeon-Inspired Optimization. 948-959 - Luca Manzoni
Specializing Context-Free Grammars With a (1 + 1)-EA. 960-973 - Kai Zhang, Chaonan Shen, Xiaoming Liu
Multiobjective Evolution Strategy for Dynamic Multiobjective Optimization. 974-988
Volume 24, Number 6, December 2020
- Pietro S. Oliveto
Guest Editorial Special Issue on Theoretical Foundations of Evolutionary Computation. 993-994 - Johannes Lengler
A General Dichotomy of Evolutionary Algorithms on Monotone Functions. 995-1009 - Per Kristian Lehre
Parallel Black-Box Complexity With Tail Bounds. 1010-1024 - Benjamin Doerr, Martin S. Krejca:
Significance-Based Estimation-of-Distribution Algorithms. 1025-1034 - Kento Uchida
Finite-Sample Analysis of Information Geometric Optimization With Isotropic Gaussian Distribution on Convex Quadratic Functions. 1035-1049 - Jaroslaw Arabas
Population Diversity of Nonelitist Evolutionary Algorithms in the Exploration Phase. 1050-1062 - Arnaud Liefooghe
Landscape-Aware Performance Prediction for Evolutionary Multiobjective Optimization. 1063-1077 - Ke Li
Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multiobjective Optimization Using Reference Points. 1078-1096 - Michal Witold Przewozniczek
Empirical Linkage Learning. 1097-1111 - Haiyan Liu
A Hybrid Deep Grouping Algorithm for Large Scale Global Optimization. 1112-1124 - Hao Hao
Binary Relation Learning and Classifying for Preselection in Evolutionary Algorithms. 1125-1139 - Benjamin Doerr
Sharp Bounds for Genetic Drift in Estimation of Distribution Algorithms. 1140-1149 - Pei-Qiu Huang
A Framework for Scalable Bilevel Optimization: Identifying and Utilizing the Interactions Between Upper-Level and Lower-Level Variables. 1150-1163 - Caitlin A. Owen
Characterizing Genetic Programming Error Through Extended Bias and Variance Decomposition. 1164-1176
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