[DMANET] [CFP] Neuroevolution: Methods and Applications

Dear colleagues,

We are organizing an SI entitled Neuroevolution: Methods and Applications
in the journal of Computational Intelligence and Neuroscience of Hindawi
(IF 3.633).

Potential topics include but are not limited to the following:


- Evolutionary computation algorithms, such as enetic 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 basisfunction
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



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

Regards

Dr. Diego Oliva
diegoliva.com <http://www,diegoliva.com>

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