What are we researching ?

We are interested in emergent phenomena caused by an interaction among agents who are implemented by computer programs.

We mainly focus on 2 topics;
(1) Multi-agent systems where agents cooperates with each other to solve given problems
(2) Social simulation where agents interacts according to their own goals


System-centered design

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CAD arrangement

TBA

research1




HTV cargo integration

research2

TBA





Bus route network optimization

Bus route network optimization

After The 2011 off the Pacific coast of Tohoku Earthquake, our lab tackles on the optimization of bus network at the time of disaster. The right side figure shows the example of the optimal bus network in Tokyo at the time of disaster. At the time of disaster, full suspension of the the train service as a main transportation network in Japan triggers five million commuters unable to get home. The bus network is focused on as the alternative means for transportation, since it is easy to change the bus route. Our lab proposes the multi-agent based route optimization methods. Now we tackle on the problem of a bus service called passenger traffic bottlenecks (i.e., the number of passengers exceeds usual demand which are accumulated by the number of stranded persons around bus stops.)

Optimization of landing route and order of aircrafts
For safety and economic aircraft landing, it is required to optimize both the landing routes of multiple aircrafts and their landing sequence in real-time as the air transport service. Such landing route and landing sequence are important issue in the field of air traffic control science because air traffic controllers should determine both the landing routes and their landing sequence. This problem is called as the Aircraft Landing Problem (ALP). To tackle this issue, our lab proposes the optimization method that optimizes the solutions (from the viewpoint of the route distance) while promoting to increase the diversity of the solutions (from the viewpoint of a variety of the landing routes).
research3



Human-centered design

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Sleep stage estimation method

TBA



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Nursing care support

TBA



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Education agent

TBA




Agent Technology

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Learning classifier system

TBA



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Evolutionary Computation

TBA



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Reinforcement learning

TBA