The application of evolutionary computation in generative adversarial networks (GANs): a systematic literature survey
Sign Up to like & getrecommendations! Published in 2024 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-024-10818-y
Abstract: As a subfield of deep learning (DL), generative adversarial networks (GANs) have produced impressive generative results by applying deep generative models to create synthetic data and by performing an adversarial training process. Nevertheless, numerous issues… read more here.
Keywords: networks gans; adversarial networks; systematic literature; evolutionary computation ... See more keywords
Evolutionary computation for maximizing CO2 and H2 separation in multiple-tube palladium-membrane systems
Sign Up to like & getrecommendations! Published in 2019 at "Applied Energy"
DOI: 10.1016/j.apenergy.2018.10.106
Abstract: Abstract Membrane separation is a promising method to separate CO2 and H2 from hydrogen-rich gases. This simultaneously achieves H2 recovery and CO2 enrichment. The latter is conducive to subsequent carbon capture and storage, and thereby… read more here.
Keywords: co2; evolutionary computation; separation; membrane ... See more keywords
Evolutionary Computation for Intelligent Transportation in Smart Cities: A Survey [Review Article]
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Computational Intelligence Magazine"
DOI: 10.1109/mci.2022.3155330
Abstract: As the population in cities continues to increase, large-city problems, including traffic congestion and environmental pollution, have become increasingly serious. The construction of smart cities can relieve large-city problems, promote economic growth, and improve the… read more here.
Keywords: optimization; evolutionary computation; smart cities; transportation ... See more keywords
Problem of Domain/Building Block Preservation in the Evolution of Biological Macromolecules and Evolutionary Computation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/ACM Transactions on Computational Biology and Bioinformatics"
DOI: 10.1109/tcbb.2022.3175908
Abstract: Structurally and functionally isolated domains in biological macromolecular evolution, both natural and artificial, are largely similar to “schemata”, building blocks (BBs), in evolutionary computation (EC). The problem of preserving in subsequent evolutionary searches the already… read more here.
Keywords: problem; evolutionary computation; building; biology ... See more keywords
UAV Path Planning for Data Collection From Wireless Sensor Network With Matrix-Based Evolutionary Computation
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Intelligent Transportation Systems"
DOI: 10.1109/tits.2025.3568359
Abstract: Uncrewed aerial vehicles (UAVs) are increasingly employed for data collection in wireless sensor networks (WSNs) owing to their flexibility and real-time operational capabilities. However, effective UAV path planning remains a critical research challenge, requiring the… read more here.
Keywords: data collection; evolutionary computation; matrix based; collection ... See more keywords
Evolutionary computation: the next major transition of artificial intelligence?
Sign Up to like & getrecommendations! Published in 2017 at "BioData Mining"
DOI: 10.1186/s13040-017-0147-3
Abstract: *Correspondence: [email protected] 1Institute for Biomedical Informatics, University of Pennsylvania, Philadelphia, PA 19104–6021, USA Full list of author information is available at the end of the article Editorial Artificial intelligence (AI), a broad field that deals… read more here.
Keywords: intelligence; field; evolutionary computation; computation next ... See more keywords
Application of Evolutionary Computation to the Optimization of Biodiesel Mixtures Using a Nature-Inspired Adaptive Genetic Algorithm
Sign Up to like & getrecommendations! Published in 2024 at "Algorithms"
DOI: 10.3390/a17050181
Abstract: The present research work introduces a novel mixture optimization methodology for biodiesel fuels using an Evolutionary Computation method inspired by biological evolution. Specifically, the optimal biodiesel composition is deduced from the application of a nature-inspired… read more here.
Keywords: nature inspired; biodiesel; evolutionary computation; genetic algorithm ... See more keywords
Wankelmut: A Simple Benchmark for the Evolvability of Behavioral Complexity
Sign Up to like & getrecommendations! Published in 2021 at "Applied Sciences"
DOI: 10.3390/app11051994
Abstract: In evolutionary robotics, an encoding of the control software that maps sensor data (input) to motor control values (output) is shaped by stochastic optimization methods to complete a predefined task. This approach is assumed to… read more here.
Keywords: robotics; evolutionary computation; benchmark; approach ... See more keywords