Academic Journal
Q2Evolutionary Computation
About Evolutionary Computation
Evolutionary Computation is a scholarly journal published by MIT Press. SCImago 2025 lists it in Q2, with an SJR of 0.629 and H-index of 96.
Coverage: 1996-2025. Research categories: Computational Mathematics (Q2).
Source-backed journal facts
Topics in published research
Metaheuristic Optimization Algorithms Research; Evolutionary Algorithms and Applications; Advanced Multi-Objective Optimization Algorithms; Evolution and Genetic Dynamics; Diverse Scientific and Economic Studies; Reinforcement Learning in Robotics.
OpenAlex classifies topics from published works. These topics are not the publisher’s official aims and scope.
Source: OpenAlex source record. Retrieved 2026-10-03. Source record updated 2026-10-02. OpenAlex metrics are different from SCImago metrics and the Clarivate Journal Impact Factor.
Journal Metrics
Quartile, SJR and the listed SCImago H-index use the 2025 imported SCImago dataset. A quartile may vary by subject category. Values without a source or reporting year are unverified historical entries. Verify the current Journal Impact Factor with Clarivate or the publisher before using it.
Aims & Scope
The publisher’s official aims and scope have not yet been verified for this profile. Use the journal website to check subject fit and accepted article types before submitting.
Recent Research Articles
Latest publications matched automatically by ISSN.
Preference-Driven Surrogate-Assisted Evolutionary Multiobjective Feature Selection
Zhenshou Song, Handing Wang, Bing Xue, Mengjie Zhang et al.
2026-09-30 · DOI: 10.1162/evco.a.408A Hybrid Evolutionary Algorithm for Time-Dependent Green Vehicle Routing Problem with Time Windows and Route Balancing in Cold Chain
Jianhao Xu, Zhuang Yang, Yang Wang
2026-09-18 · DOI: 10.1162/evco.a.407Generation of Continuous Optimization Benchmark Problems Guided by Deep Exploratory Landscape Analysis
Konstantin Dietrich, Moritz Seiler, Olaf Mersmann, Heike Trautmann et al.
2026-09-15 · DOI: 10.1162/evco.a.405Learning Variable Importance and Interaction in Genetic Algorithms for Pseudo-Boolean Optimization
Renato Tinós, Francisco Chicano, Michal W. Przewozniczek, Darrell Whitley et al.
2026-09-15 · DOI: 10.1162/evco.a.406Computing Optimal Populations for Binary Problems Using Logic Minimization
Pier Luca Lanzi
2026-07-22 · DOI: 10.1162/evco.a.399Enhancing Generalization and Scalability for Multiobjective Optimization with Population Pre-training
Haokai Hong, Liang Feng, Min Jiang, Kay Chen Tan et al.
2026-05-29 · DOI: 10.1162/evco.a.394XCS for Sequential Perceptual Aliasing in Multi-Step Decision-Making
Fumito Uwano, Will N. Browne
2026-05-26 · DOI: 10.1162/evco.a.392A Dynamic Multiobjective Evolutionary Algorithm Using Dual-Space Prediction and Surrogate-Based Sampling
Tianyu Liu, Xiangfei Wu, He Xu
2026-05-26 · DOI: 10.1162/evco.a.393Adaptive Sampled Walk: A Simple and Efficient Autonomous Local Search
Matthieu Basseur, Arnaud Liefooghe, Sara Tari
2026-04-21 · DOI: 10.1162/evco.a.382Adapting MOEA/D to CMA-ES for Dealing with Ill-Conditioned Multiobjective Problems
Chengyu Lu, Zhenhua Li, Qingfu Zhang
2026-04-21 · DOI: 10.1162/evco.a.389Editorial of the Special Issue: Parallel Problem Solving from Nature PPSN 2024 Extended Versions of Best Paper Candidates
M. Affenzeller, S. M. Winkler, A. V. Kononova, H. Trautmann et al.
2026-04-21 · DOI: 10.1162/evco.a.383Runtime Analysis of Evolutionary Diversity Optimization on the Multiobjective (LeadingOnes, TrailingZeros) Problem
Denis Antipov, Aneta Neumann, Frank Neumann, Andrew M. Sutton et al.
2026-04-06 · DOI: 10.1162/evco.a.376Improving CMA-ES Convergence Speed, Efficiency, and Reliability in Noisy Robot Optimization Problems
Russell M. Martin, Steven H. Collins
2026-03-18 · DOI: 10.1162/evco.a.381EvolCAF: Automatic Cost-Aware Acquisition Function Design Using Large Language Models
Yiming Yao, Fei Liu, Ji Cheng, Qingfu Zhang et al.
2026-03-11 · DOI: 10.1162/evco.a.379Evolving Populations of Solved Subgraphs with Crossover and Constraint Repair
Jiwon Lee, Mahya Salimi Gamasaei, Andrew M. Sutton
2026-03-11 · DOI: 10.1162/evco.a.380Improving Performance of Algorithm Selection Pipelines on Large Instance Sets via Dynamic Reallocation of Budget
Quentin Renau, Emma Hart
2026-02-23 · DOI: 10.1162/evco.a.378Double XCSF on Target?
Connor Schönberner, Sven Tomforde
2026-02-23 · DOI: 10.1162/evco.a.377GESR: A Geometric Evolution Model for Symbolic Regression
Zhitong Ma, Jinghui Zhong
2026-01-20 · DOI: 10.1162/evco.a.367Fast Pareto Optimization Using Sliding Window Selection for Problems with Deterministic and Stochastic Constraints
Frank Neumann, Carsten Witt
2026-01-16 · DOI: 10.1162/evco.a.368The Cost of Randomness in Evolutionary Algorithms: Crossover Can Save Random Bits
Carlo Kneissl, Dirk Sudholt
2026-03-01 · DOI: 10.1162/evco_a_00365Reviews
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October 4, 2026 at 9:12 pm
October 2, 2026