Optimizing neural networks using faster, more accurate genetic search
Proceedings of the third international conference on Genetic algorithms
NIPS-3 Proceedings of the 1990 conference on Advances in neural information processing systems 3
Towards designing artificial neural networks by evolution
Applied Mathematics and Computation - Special issue on articficial life and robotics
Evolving Multilayer Perceptrons
Neural Processing Letters
Designing Neural Networks using Genetic Algorithms
Proceedings of the 3rd International Conference on Genetic Algorithms
Evolving Neural Networks through Augmenting Topologies
Evolving Neural Networks through Augmenting Topologies
A new evolutionary system for evolving artificial neural networks
IEEE Transactions on Neural Networks
Automated trading on financial instruments with evolved neural networks
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Evolving neural networks for static single-position automated trading
Journal of Artificial Evolution and Applications - Regular issue
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
Optimizing a Pseudo Financial Factor Model with Support Vector Machines and Genetic Programming
Canadian AI '09 Proceedings of the 22nd Canadian Conference on Artificial Intelligence: Advances in Artificial Intelligence
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Computational intelligence for evolving trading rules
IEEE Transactions on Evolutionary Computation - Special issue on computational finance and economics
Mutual information neuro-evolutionary system (MINES)
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Evolutionary single-position automated trading
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Money in trees: How memes, trees, and isolation can optimize financial portfolios
Information Sciences: an International Journal
Evolutionary ANNs for improving accuracy and efficiency in document classification methods
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
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This paper presents an approach to the joint optimization of neural network structure and weights which can take advantage of backpropagation as a specialized decoder. The approach has been applied to a financial problem, whereby a factor model capturing the mutual relationships among several financial instruments is sought for. A sample application of such a model to statistical arbitrage is also presented.