Described is a system for predicting system trajectories toward critical transitions. The system transforms a set of multivariate time series of observables of a complex system into a set of symbolic multivariate time series. Then pair-wise time series of a transfer entropy (TE) measure are determined, wherein the TE measure quantifies the amount of information transfer from a source to a destination in the complex system. An associative transfer entropy (ATE) measure is determined which decomposes the pair-wise time series of TE to associative states of asymmetric, directional information flows, wherein the ATE measure is comprised of an ATE+ influence class and a ATE- influence class. The system estimates ATE+, TE, and ATE- trajectories over time, and at least one of the ATE+, TE, and ATE- trajectories is used to predict a critical transition in the complex system.


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Predicting system trajectories toward critical transitions


    Beteiligte:
    NI KANG-YU (Autor:in) / LU TSAI-CHING (Autor:in)

    Erscheinungsdatum :

    2015-12-02


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G01C Messen von Entfernungen, Höhen, Neigungen oder Richtungen , MEASURING DISTANCES, LEVELS OR BEARINGS / G05D SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES , Systeme zum Steuern oder Regeln nichtelektrischer veränderlicher Größen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



    PREDICTING SYSTEM TRAJECTORIES TOWARD CRITICAL TRANSITIONS

    NI KANG-YU / LU TSAI-CHING | Europäisches Patentamt | 2016

    Freier Zugriff

    PREDICTING AGENT TRAJECTORIES

    DEO NACHIKET / BEIJBOM OSCAR OLOF / WOLFF ERIC | Europäisches Patentamt | 2022

    Freier Zugriff

    PREDICTING AGENT TRAJECTORIES

    DEO NACHIKET / BEIJBOM OSCAR OLOF / WOLFF ERIC | Europäisches Patentamt | 2022

    Freier Zugriff

    PREDICTING AGENT TRAJECTORIES

    DEO NACHIKET / BEIJBOM OSCAR OLOF / WOLFF ERIC | Europäisches Patentamt | 2024

    Freier Zugriff