[DMANET] [CFP] Hindawi, Neuroevolution: Methods and Applications

Call for papers
Neuroevolution: Methods and Applications

Journal of Computational Intelligence and Neuroscience
IF 3.633 (JCR)

https://www.hindawi.com/journals/cin/si/450675/

This Special Issue welcomes original research and review articles on the
topic of neuroevolution and the combination of EC with ANN.

Potential topics include but are not limited to the following:

- Evolutionary computation algorithms, such as genetic algorithm (GA),
particle swarm optimization (PSO), differential evolution (DE), genetic
programming (GP), ant colony optimization (ACO) in combination with ANNs
- Neural networks, such as convolutional neural networks (CNN), long
short-term memory (LSTM), deep belief network (DBN), feedforward neural
networks (FNN), recurrent neural networks (RNN), radial basis function
neural networks (RBF) in combination with EC
- Novel algorithms for learning the weights of an ANN, and finding the
proper hyperparameters
- Evolutionary neural architecture
- Novel search mechanisms
- Surrogate assisted neuroevolution
- Novel representations and objective functions
- Hybrid EC/ANN approaches
- Multi-objective neuroevolution
- Analysis of the complexity of neuroevolution
- Landscape analysis by ANN for EC
- Application of neuroevolution in other scientific fields including
image processing and computer vision, text mining and natural language
processing, speech processing, software engineering, time series analysis,
healthcare, cybersecurity, finance and fraud detection, social networks,
recommender systems, and evolutionary robotics

Submission deadline
18 Feb 2022
Lead Editor
Diego Oliva
Guest Editors
Seyed Jalaleddin Mousavirad | Gerald Schaefer | Ripon Kumar Chakrabortty

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