4,513 research outputs found

    A Study of Archiving Strategies in Multi-Objective PSO for Molecular Docking

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    Molecular docking is a complex optimization problem aimed at predicting the position of a ligand molecule in the active site of a receptor with the lowest binding energy. This problem can be formulated as a bi-objective optimization problem by minimizing the binding energy and the Root Mean Square Deviation (RMSD) difference in the coordinates of ligands. In this context, the SMPSO multi-objective swarm-intelligence algorithm has shown a remarkable performance. SMPSO is characterized by having an external archive used to store the non-dominated solutions and also as the basis of the leader selection strategy. In this paper, we analyze several SMPSO variants based on different archiving strategies in the scope of a benchmark of molecular docking instances. Our study reveals that the SMPSOhv, which uses an hypervolume contribution based archive, shows the overall best performance.Universidad de Málaga. Campus de Excelencia Internacional Andalucía Tech

    Collective decision-making on triadic graphs

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    Many real-world networks exhibit community structures and non-trivial clustering associated with the occurrence of a considerable number of triangular subgraphs known as triadic motifs. Triads are a set of distinct triangles that do not share an edge with any other triangle in the network. Network motifs are subgraphs that occur significantly more often compared to random topologies. Two prominent examples, the feedforward loop and the feedback loop, occur in various real-world networks such as gene-regulatory networks, food webs or neuronal networks. However, as triangular connections are also prevalent in communication topologies of complex collective systems, it is worthwhile investigating the influence of triadic motifs on the collective decision-making dynamics. To this end, we generate networks called Triadic Graphs (TGs) exclusively from distinct triadic motifs. We then apply TGs as underlying topologies of systems with collective dynamics inspired from locust marching bands. We demonstrate that the motif type constituting the networks can have a paramount influence on group decision-making that cannot be explained solely in terms of the degree distribution. We find that, in contrast to the feedback loop, when the feedforward loop is the dominant subgraph, the resulting network is hierarchical and inhibits coherent behavior

    RECIBIMIENTO A ALFONSO XIII EN TRIANA [Material gráfico]

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    Copia digital. Madrid : Ministerio de Educación, Cultura y Deporte. Subdirección General de Coordinación Bibliotecaria, 201

    TRANVÍA DEL PUERTO Y LLEGADA DE LA DELEGACIÓN POLÍTICA QUE NEGOCIÓ LA LEY DE CABILDOS [Material gráfico]

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    Copia digital. Madrid : Ministerio de Educación, Cultura y Deporte. Subdirección General de Coordinación Bibliotecaria, 201

    JUNTO A LA SILLA [Material gráfico]

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    FOTO SOBRE CARTON DE RETRATO DE NIÑO JUNTO A SILLACopia digital. Madrid : Ministerio de Educación, Cultura y Deporte. Subdirección General de Coordinación Bibliotecaria, 201

    LUTO FAMILIAR [Material gráfico]

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    Copia digital. Madrid : Ministerio de Educación, Cultura y Deporte. Subdirección General de Coordinación Bibliotecaria, 201

    LLEGADA DE ALFONSO XIII AL MUELLE DE SANTA CATALINA [Material gráfico]

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    Copia digital. Madrid : Ministerio de Educación, Cultura y Deporte. Subdirección General de Coordinación Bibliotecaria, 201

    RETRATO DE CABALLERO [Material gráfico]

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    ADQUIRIDA POR EL COLECCIONISTA EN TENERIFE.FOTO SOBRE CARTON DE RETRATO DE CABALLEROCopia digital. Madrid : Ministerio de Educación, Cultura y Deporte. Subdirección General de Coordinación Bibliotecaria, 201

    EN EL RECLINATORIO [Material gráfico]

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    ADQUIRIDA POR EL COLECCIONISTA EN TENERIFE.FOTO SOBRE CARTON DE SEÑORITA ARRODILLADA EN RECLINATORIO VESTIDA DE PRIMERA COMUNIONCopia digital. Madrid : Ministerio de Educación, Cultura y Deporte. Subdirección General de Coordinación Bibliotecaria, 201
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