Creation of advanced distributed intelligent infrastructure for the intelligent system of systems

2016 Fiscal Year Final Research Report

• Project/Area Number: 25289129
• Research Category: Grant-in-Aid for Scientific Research (B)
• Allocation Type: Partial Multi-year Fund
• Section: 一般
• Research Field: Control engineering/System engineering
• Research Institution: Yokohama National University
• Principal Investigator: Hamagami Tomoki 横浜国立大学, 大学院工学研究院, 教授 (30334204)
• Project Period (FY): 2013-04-01 – 2017-03-31
• Keywords: システム情報処理 / 機械学習 / 最適化 / System of Systems

Outline of Final Research Achievements

System of systems (SOS), a novel comprehensive engineering, which is the infrastructure of high-reliability, security, and autonomous system, makes grown more sophisticated by the proposed intelligent framework. This framework involves a skill-base learning (SBL) and an ensemble inverse reinforcement learning (EIRL) as an intelligent element of iSoS, and supports to develop an emergency call triage system, system evaluation method, and anomaly prediction method. These results show that iSoS leads to the next system engineering era with cyber-physical systems and IoT.

Free Research Field

知能システム，機械学習，人工知能