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Modeling the term structure of government bond yields is of great interest to macroeconomists and financial market practitioners. It is crucial for bonds and derivatives pricing, risk management, and reveals market expectations, which is essential for monetary policy decisions. This paper suggests the use of a differential evolutionary algorithm to estimate yield curves for US Treasury bonds. It considers...
This paper suggests a framework based on participatory learning and evolutionary computation to develop fuzzy models. Participatory evolutionary learning is an algorithm in which the population influences the fitness of individuals during evolution. The framework selects individuals for reproduction using the compatibility between the best and individuals randomly selected from the old and current...
Participatory evolution is a learning paradigm recently introduced in the realm of fuzzy system modeling and system optimization. The paradigm benefits from the concept of participatory learning, genetic algorithms and differential evolution. In this paper we address two distinct participatory evolutionary learning algorithms. The first combines participatory learning and the processing steps of differential...
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