J-STAGE Data
Browse

A template for an optimal inspection method selection algorithm for road bridges based on phase space theory and Pareto optimality

Download (241.57 kB)
software
posted on 2025-11-28, 04:20 authored by Takumi Kobayashi
<p>This data includes a single-run version (bridge_optimizer.py) and a Monte Carlo simulation version (bridge_optimizer_MC.py) for selecting bridge inspection methods. Both scripts compare the site conditions of each bridge with the performance and constraints of inspection methods, and automate the extraction of non-inferior solutions (Pareto optimal solutions) and the presentation of recommended solutions that prioritize safety.In the Monte Carlo version, field conditions are randomly varied based on probability distributions, and the applicability rate and Pareto rate are statistically determined.</p>

History

Manuscript title

Digitalizing Maintenance Decision-Making via Data-Driven Optimization in Topological Space

Corresponding author email address

kobayashi-t573ck@pwri.go.jp

Manuscript title (in Japanese)

位相構造と最適化による経験的判断のモデル化

Copyright

© 2025 Japan Society of Civil Engineering

Common Metadata Elements (Only for the items supported by Japanese public funds)

  • This item includes no dataset(s) related to publicly funded research

Usage metrics

    AI・データサイエンス論文集/Artificial Intelligence and Data Science

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC