Examinando por Materia "Algoritmos"
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Publicación An algorithmic approach for simulating realistic irregular tilings(Universidad EAFIT, 2012) Betancourt Arango, Alejandro; Marín Sánchez, Freddy Hernán; Duque Cardona, Juan CarlosPublicación Estandarización de datos y priorización de algoritmos para un sistema de recomendación(Universidad EAFIT, 2019) González Arroyave, Dider León; Múnera Montoya, Edwin NelsonPublicación Evaluation of investment alternatives in the Colombian bonds Market Using Machine Learning Algoritms(Universidad EAFIT, 2025) Gómez Plaza, Sergio Daniel; Cardona Llano, Juan FelipeThe bonds market in Colombia, according to the Colombian Stock Exchange (BVC), represents the largest segment of the country's capital market, where fixed-income instruments account for 80% of the average daily trading volume on exchange systems. Sovereign and corporate bonds are the most sought-after by investors, as they offer stable returns and low risk. However, valuing these assets is not always straightforward due to volatility and economic fluctuations.This study explores how machine learning algorithms can enhance the valuation of these investment options in the Colombian market. Various approaches, such as neural networks and decision trees, will be tested to determine which best predicts the behavior of these assets. These models are expected to support better investment decision-making, particularly during periods of uncertainty. The goal is to leverage artificial intelligence to develop more effective and well-suited tools for an informed market.