To provide a transport route prediction program and a transport route prediction system for predicting a best transport route taking into account a nonlinear and complicated relationship between various types of transport attributes.SOLUTION: There is provided a program for predicting transport routes for transport objects using deep learning, said program causing a computer to execute: a transport attribute acquisition step S1 for acquiring the object attribute pertaining to a transport attribute of an inputted transport object and a route attribute of a transport route; a candidate route creation step S4 for creating a candidate route for the transport route on the basis of the transport attribute; a model application step S7 for applying the candidate route to a route estimation model 4 having been learned by deep learning; a transport route prediction step S8 for analyzing the candidate route of the transport object obtained by the route estimation model 4 and predicting a best transport route; and a predicted route output step S9 for outputting the predicted best transport route.SELECTED DRAWING: Figure 1

    【課題】多種類の輸送属性間の非線形かつ複雑な関係を考慮して最良輸送経路を予測する輸送経路予測プログラム及び輸送経路予測システムを提供すること。【解決手段】輸送対象物の輸送経路を深層学習を用いて予測するプログラムにおいては、コンピュータに、入力された輸送対象物の輸送属性に関わる対象物属性及び輸送経路の経路属性を取得する輸送属性取得ステップS1と、輸送属性に基づいて輸送経路の候補経路を作成する候補経路作成ステップS4と、候補経路を深層学習を用いた学習済みの経路推定モデル4に適用するモデル適用ステップS7と、経路推定モデル4で得られた輸送対象物の候補経路を分析し最良輸送経路を予測する輸送経路予測ステップS8と、予測した最良輸送経路を出力する予測経路出力ステップS9とを実行させる。【選択図】図1


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    Title :

    TRANSPORT ROUTE PREDICTION PROGRAM AND TRANSPORT ROUTE PREDICTION SYSTEM


    Additional title:

    輸送経路予測プログラム及び輸送経路予測システム


    Contributors:

    Publication date :

    2021-11-18


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    Japanese


    Classification :

    IPC:    G06Q Datenverarbeitungssysteme oder -verfahren, besonders angepasst an verwaltungstechnische, geschäftliche, finanzielle oder betriebswirtschaftliche Zwecke, sowie an geschäftsbezogene Überwachungs- oder Voraussagezwecke , DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES / G01C Messen von Entfernungen, Höhen, Neigungen oder Richtungen , MEASURING DISTANCES, LEVELS OR BEARINGS / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



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