Recent developments in evolutionary computation for generative adversarial networks: A comprehensive survey

No abstract is available for this paper.

• Publication year

  2026

• Venue

  Chemometrics and Intelligent Laboratory Systems

• Publication date

  2026-01-01

• Fields of study

  Not labeled

• Identifiers
  DOI 10.1016/j.chemolab.2025.105587
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• MD-EGAN: evolutionary GAN with dynamic latent sampling and relative adaptive discriminator for improved performance

  2025cited by this paper
• Smart City Electricity Load Forecasting Using Greylag Goose Optimization-Enhanced Time Series Analysis

  2025cited by this paper
• Groundwater Resource Prediction and Management Using Comment Feedback Optimization Algorithm for Deep Learning

  2025cited by this paper
• Advancements and challenges in the development of generative adversarial network (GANs) for deep learning

  2025cited by this paper
• Evolutionary architecture search for generative adversarial networks using an aging mechanism-based strategy

  2024cited by this paper
• Rainfall classification and forecasting based on a novel voting adaptive dynamic optimization algorithm

  2024cited by this paper
• EPQ-GAN: Evolutionary Perceptual Quality Assessment Generative Adversarial Network for Image Dehazing

  2024cited by this paper
• Multiobjective Evolutionary Generative Adversarial Network Compression for Image Translation

  2024cited by this paper
• Matrix Wasserstein distance generative adversarial network with gradient penalty for fast low-carbon economic dispatch of novel power systems

  2024cited by this paper
• Offline Data-Driven Multiobjective Optimization Evolutionary Algorithm Based on Generative Adversarial Network

  2024cited by this paper
• CE-GAN: Community Evolutionary Generative Adversarial Network for Alzheimer’s Disease Risk Prediction

  2024cited by this paper
• Generative adversarial networks (GANs): Introduction, Taxonomy, Variants, Limitations, and Applications

  2024cited by this paper
• Differentiable Architecture Search With Attention Mechanisms for Generative Adversarial Networks

  2024cited by this paper
• An Innovation of Exploiting Generative Adversarial Networks to Augment Virtual Reality Experiences

  2024cited by this paper
• M2GAN: Mimicry fashion generation combined with the two-step mullerian evolutionary hypothesis

  2024cited by this paper
• Evolutionary Architecture Search for Generative Adversarial Networks Based on Weight Sharing

  2024cited by this paper
• Architecture Knowledge Distillation for Evolutionary Generative Adversarial Network

  2024cited by this paper
• Neural Architecture Search Based on a Multi-Objective Evolutionary Algorithm With Probability Stack

  2023cited by this paper
• Greylag Goose Optimization: Nature-inspired optimization algorithm

  2023cited by this paper
• A Survey of Evolutionary Algorithms

  2023cited by this paper
• LGEGAN: A Lightweight Evolutionary Generative Adversarial Network with Statistic Global Information

  2023cited by this paper
• Evolutionary conditional GANs for supervised data augmentation: The case of assessing berry number per cluster in grapevine

  2023cited by this paper
• EGANS: Evolutionary Generative Adversarial Network Search for Zero-Shot Learning

  2023cited by this paper
• Bi-EvoGAN: Bi-level Evolutionary Approach for Generative Adversarial Networks

  2023cited by this paper
• Multiobjective evolutionary search of the latent space of Generative Adversarial Networks for human face generation

  2023cited by this paper
• Semi-Supervised Learning with Coevolutionary Generative Adversarial Networks

  2023cited by this paper
• Evolving Generative Adversarial Networks to improve image steganography

  2023cited by this paper
• Evolutionary Multitasking for Optimization Based on Generative Strategies

  2023cited by this paper
• An evolutionary-state-based selection strategy for enhancing differential evolution algorithm

  2022cited by this paper
• Improving generative adversarial network with multiple generators by evolutionary algorithms

  2022cited by this paper
• A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends

  2022cited by this paper
• Generative Adversarial Networks in Time Series: A Systematic Literature Review

  2022cited by this paper
• A novel few-shot learning approach for wind power prediction applying secondary evolutionary generative adversarial network

  2022cited by this paper
• Evolutionary Generative Adversarial Networks for Sentence Generation from Keyword

  2022cited by this paper
• PEGANs: Phased Evolutionary Generative Adversarial Networks with Self-Attention Module

  2022cited by this paper
• A binary individual search strategy-based bi-objective evolutionary algorithm for high-dimensional feature selection

  2022cited by this paper
• KDE-GAN: enhancing evolutionary GAN with knowledge distillation and transfer learning

  2022cited by this paper
• Evolutionary Architectural Search for Generative Adversarial Networks

  2022cited by this paper
• Coevolutionary generative adversarial networks for medical image augumentation at scale

  2022cited by this paper
• Fashion Style Generation: Evolutionary Search with Gaussian Mixture Models in the Latent Space

  2022cited by this paper
• Generative Adversarial Networks in Medical Image augmentation: A review

  2022cited by this paper
• The effect of loss function on conditional generative adversarial networks

  2022cited by this paper
• GAN-based anomaly detection: A review

  2022cited by this paper
• Composite Evolutionary GAN for Natural Language Generation with Temper Control

  2021cited by this paper
• Tackling mode collapse in multi-generator GANs with orthogonal vectors

  2021cited by this paper
• Evolutionary Generative Adversarial Networks with Crossover Based Knowledge Distillation

  2021cited by this paper
• Evolving GAN Formulations for Higher Quality Image Synthesis

  2021cited by this paper
• An introduction to deep generative modeling

  2021cited by this paper
• Pros and Cons of GAN Evaluation Measures: New Developments

  2021cited by this paper
• An improved hybrid quantum optimization algorithm for solving nonlinear equations

  2021cited by this paper
• EvoGAN: an evolutionary GAN for face aging and rejuvenation

  2021cited by this paper
• Evolutionary GAN–Based Data Augmentation for Cardiac Magnetic Resonance Image

  2021cited by this paper
• EMOCGAN: a novel evolutionary multiobjective cyclic generative adversarial network and its application to unpaired image translation

  2021cited by this paper
• Indicator-Based Evolutionary Algorithm for Solving Constrained Multiobjective Optimization Problems

  2021cited by this paper
• Improved strength Pareto evolutionary algorithm based on reference direction and coordinated selection strategy

  2021cited by this paper
• Spatial Coevolution for Generative Adversarial Network Training

  2021cited by this paper
• Smart Multi-Objective Evolutionary GAN

  2021cited by this paper
• Evolution of Generative Adversarial Networks Using PSO for Synthesis of COVID-19 Chest X-ray Images

  2021cited by this paper
• Partial Transfer Learning for Fast Evolutionary Generative Adversarial Networks

  2021cited by this paper
• EvoGAN: An Evolutionary Computation Assisted GAN

  2021cited by this paper
• Solving hybrid charging strategy electric vehicle based dynamic routing problem via evolutionary multi-objective optimization

  2021cited by this paper
• Age-hardening behavior guided by the multi-objective evolutionary algorithm and machine learning

  2021cited by this paper
• EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs

  2021cited by this paper
• Re-purposing heterogeneous generative ensembles with evolutionary computation

  2020cited by this paper
• Quality Assessment Method for GAN Based on Modified Metrics Inception Score and Fréchet Inception Distance

  2020cited by this paper
• Generative Adversarial Networks: A Literature Review

  2020cited by this paper
• A survey on generative adversarial networks for imbalance problems in computer vision tasks

  2020cited by this paper
• An Evolutionary-based Generative Approach for Audio Data Augmentation

  2020cited by this paper
• Attentive evolutionary generative adversarial network

  2020cited by this paper
• Analysis of the transferability and robustness of GANs evolved for Pareto set approximations

  2020cited by this paper
• A novel decomposition-based multiobjective evolutionary algorithm using improved multiple adaptive dynamic selection strategies

  2020cited by this paper
• Enhanced Evolutionary Generative Adversarial Networks

  2020cited by this paper
• A hybrid genetic particle swarm optimization for distributed generation allocation in power distribution networks

  2020cited by this paper
• CDE-GAN: Cooperative Dual Evolution-Based Generative Adversarial Network

  2020cited by this paper
• Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search

  2020cited by this paper
• Multi-objective evolutionary GAN

  2020cited by this paper
• Exploring the evolution of GANs through quality diversity

  2020cited by this paper
• AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks

  2020cited by this paper
• Neuroevolution of Generative Adversarial Networks

  2020cited by this paper
• Deep reinforcement learning approach for autonomous vehicle systems for maintaining security and safety using LSTM-GAN

  2020cited by this paper
• Some Theoretical Insights into Wasserstein GANs

  2020cited by this paper
• Stabilizing Training of Generative Adversarial Nets via Langevin Stein Variational Gradient Descent

  2020cited by this paper
• Coevolution of Generative Adversarial Networks

  2019cited by this paper
• Deep memory and prediction neural network for video prediction

  2019cited by this paper
• Training of Generative Adversarial Networks with Hybrid Evolutionary Optimization Technique

  2019cited by this paper
• Learning Structural Similarity with Evolutionary-GAN: A New Face De-identification Method

  2019cited by this paper
• CG-GAN: An Interactive Evolutionary GAN-based Approach for Facial Composite Generation)

  2019cited by this paper
• CatGAN: Category-aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation

  2019cited by this paper
• Towards the Gradient Vanishing, Divergence Mismatching and Mode Collapse of Generative Adversarial Nets

  2019cited by this paper
• Evolutionary Multiobjective Optimization Driven by Generative Adversarial Networks (GANs)

  2019cited by this paper
• COEGAN: evaluating the coevolution effect in generative adversarial networks

  2019cited by this paper
• Spatial evolutionary generative adversarial networks

  2019cited by this paper
• Genetic Algorithm: Theory, Literature Review, and Application in Image Reconstruction

  2019cited by this paper
• GENERATIVE ADVERSARIAL NETS

  2018cited by this paper
• Evolutionary Generative Adversarial Networks

  2018cited by this paper
• Background Augmentation Generative Adversarial Networks (BAGANs): Effective Data Generation Based on GAN-Augmented 3D Synthesizing

  2018cited by this paper
• A Gaussian Filter-Based Feature Learning Approach Using Genetic Programming to Image Classification

  2018cited by this paper
• Towards Imperceptible and Robust Adversarial Example Attacks against Neural Networks

  2018cited by this paper
• GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium

  2017cited by this paper
• Rr-cr-IJADE: An efficient differential evolution algorithm for multilevel image thresholding

  2017cited by this paper

• Differential evolutionary architecture search with dynamic similarity-aware weight sharing for optimization of GANs

  2026cites this paper