OOIR: Observatory of International Research

Papers

(The median citation count of Memetic Computing is 2. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-01-01 to 2026-01-01.)

Article	Citations
Multi-task Ant Colony Optimization for Multi-vehicle Path Planning	40
Measures of exploration and exploitation rates in MAs: classification, comparison, and convergence analysis	30
A multi-level prediction and elite individual-assisted evolutionary algorithm for dynamic multi-objective optimization and application	28
F-Chain: personalized overall survival prediction based on incremental adaptive indicators and multi-source clinical records	25
A diversity-aware memetic algorithm for the linear ordering Problem	24
A motivational model based on artificial biological functions for the intelligent decision-making of social robots	21
Bi-objective influence maximization with consideration of node burden	21
Preference based multi-objective reinforcement learning for multi-microgrid system optimization problem in smart grid	19
A clustering-based weighted optimization algorithm for large-scale multi-objective optimization problems	19
Bootstrap contrastive domain adaptation	18
A regularity model-based multi-objective estimation of distribution memetic algorithm with auto-controllable population diversity	17
Multi-task assisted multi-objective optimization algorithm for autonomous underwater vehicle path planning	16
Parallel machine scheduling with job family, release time, and mold availability constraints: model and two solution approaches	15
Bagging-based ensemble classifiers using multi-objective genetic programming	15
An estimation of distribution algorithm-based hyper-heuristic for the blocking flowshop group scheduling problem	13
A simple and scalable particle swarm optimization structure based on linear system theory	12
A novel ensemble learning-based model for APT attack detection	11
Optimal operator selection based on the hybrid operator selection strategy	11
The design of evolutionary feature selection operator for the micro-expression recognition	10
Dynamic matrix-based evolutionary algorithm for large-scale sparse multiobjective optimization problems	9
Two cooperative constraint handling techniques with an external archive for constrained multi-objective optimization	9
An adaptive binary particle swarm optimization algorithm with filtration and local search for feature selection in text classification	8
Automated design of state transition rules in ant colony optimization by genetic programming: a comprehensive investigation	7
An ensemble learning algorithm based on multimodal differential evolution and extreme learning machine	7
A knowledge-driven memetic algorithm for energy-aware flexible job shop scheduling with limited AGV transportation	7

Hierarchical heterogeneous graph learning for color-missing ALS pointcloud segmentation	7
Solving vehicle routing problem by memetic search with evolutionary multitasking	6
A decomposition-based many-objective evolutionary algorithm with weight grouping and adaptive adjustment	6
Optimization design method for typical grassland perception robot system	6
A novel multi-agent architecture based on decomposition and learning automata to hybridize multi-objective metaheuristics	6
A point crowding-degree based evolutionary algorithm for many-objective optimization	6
A memetic algorithm for a real-world dynamic pickup and delivery problem	6
A distributed individuals based multimodal multi-objective optimization differential evolution algorithm	6
Ensemble mating strategy in evolutionary algorithms for multiobjective optimization	5
Bio-inspired model for oil production prediction: combining gene regulation-based optimization and radial basis function network	5
Two-stage memetic algorithm for green flexible job shop scheduling problem considering machine deterioration and maintenance	5
A mathematical analysis of EDAs with distance-based exponential models	5
An adaptive matrix-based evolutionary computation framework for EEG feature selection	5
An optimization method for pruning rates of each layer in CNN based on the GA-SMSM	5
A constrained multi-objective optimization algorithm with two cooperative populations	5
A Dimensional Coevolution driven Reproduction Operator for Large Scale Multi-objective Optimization	4
A knowledge learning and random pruning-based memetic algorithm for user route planning in bike-sharing system	4
HAS-EA: a fast parallel surrogate-assisted evolutionary algorithm	4
Simro-dino: a rotary positional DINO with siamese structure for traffic object detection under adverse conditions	4
A biologically inspired approach for recovering the trajectory of offline handwriting	4
Top-level dual exploitation particle swarm optimization	4
Efficient automatically evolving convolutional neural network for image denoising	4
A Multi-start Algorithm with Iterated Decremental Local Search for Minimum Capacitated Dominating Set Problem in Large Graphs	4
A Flattened-Tree Genetic Programming Approach with Multi-Scale Feature Extraction for Image Classification	4
A Convexity-Aware Memetic Framework	4
Attention mechanism based adaptive auxiliary task selection for constrained multi-objective optimization and engineering design problems	4
A parallel cooperative coevolutionary multi-verse algorithm for large-scale multi-objective UAV path planning problems	3
Niching Genetic Programming for Co-Joint Optimization: A Case Study on Replenishment and Transshipment Policies in Dynamic Multi-Site Inventory Management	3
QEA-QCNN: optimization of quantum convolutional neural network architecture based on quantum evolution	3
A multi-task multi-objective evolutionary algorithm for constrained multi-objective optimization problems	3
Event extraction based on self-data augmentation with large language models	3
Guest editorial	3
Offline data-driven optimization based on dual-scale surrogate ensemble	3
Thematic issue on advances in analysis and application of multi-objective memetic optimization algorithms	3
Recent advancement of metaheuristic optimization algorithms-based learning for breast cancer diagnosis: a review	3
A novel multimodal multiobjective memetic algorithm with a local detection mechanism and a clustering-based selection strategy	3
Learning to estimate optical flow using dual-frequency paradigm	3
ResGAT: Residual Graph Attention Networks for molecular property prediction	2
A neighborhood-assisted evolutionary algorithm for multimodal multi-objective optimization	2
Fuzzy logic based multi-objective optimization of a multi-agent transit control system	2
Solving multi-objective energy-efficient flexible job shop problems by a dual-level NSGA-II algorithm	2
Image Denoising with Hybrid Classical-Quantum Convolutional Neural Network	2
Proximal evolutionary strategy: improving deep reinforcement learning through evolutionary policy optimization	2
Multiple population-based multi-objective evolutionary semi-supervised multi-kernel region fuzzy clustering image segmentation	2
A reinforcement learning-based evolutionary algorithm for the unmanned aerial vehicles maritime search and rescue path planning problem considering multiple rescue centers	2
A multiobjective memetic algorithm for integrated process planning and scheduling problem in distributed heterogeneous manufacturing systems	2
Multitasking optimization algorithm based on a multitransfer strategy	2
A receding horizon control-based holistic ant colony system approach for multi-runway aircraft arrival sequencing and scheduling	2
A particle swarm optimization based multiobjective memetic algorithm for high-dimensional feature selection	2
A multi-objective two-phase cascaded memetic algorithm for multi-shop integrated scheduling problem with AGV transportation	2

Multi-objective deep reinforcement learning for emergency scheduling in a water distribution network