Titlebook: Applications of Evolutionary Computation; 27th European Confer Stephen Smith,João Correia,Christian Cintrano Conference proceedings 2024 Th

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Improving Image Filter Efficiency: A Multi-objective Genetic Algorithm Approach to Optimize Computin between precision and computational cost. While one approach to manage an algorithm’s computing demands involves evaluating its complexity, an alternative strategy employs a multi-objective algorithm to optimize both precision and computational cost..In this paper, we introduce a multi-objective ad

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Low-Memory Matrix Adaptation Evolution Strategies Exploiting Gradient Information and Lévy Flightn this paper, we investigate if and how gradient information can be included in this algorithm, in order to enhance its performance. Furthermore, we consider the incorporation of Lévy flight to alleviate stability issues due to possibly unreliably gradient estimation as well as promote better explor

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Cellular Genetic Algorithms for Identifying Variables in Hybrid Gene Regulatory Networks the structural relationship between genes and the continuous time evolution of gene concentrations. The goal is to identify the variables of such a model, controlling the aggregated experimental observations. A recent study considered this task as a free optimisation problem and concluded that meta