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Trains

Tokyo's rail network grows like slime mold

This Science magazine article explains us a very interesting new discovery by a team of researchers at Hokkaido University.

The researchers put some oat flakes as if they were places in the Tokyo metropolitan area where most of the people are accumulated. Then they put a slime mold cell in the middle of the oat flakes and let it grow. As slime mold loves oat flakes, it soon started to spread and in some hours it had reached all of the flakes. As the time went by the slime mold erased “connections” between some small oat flakes and strengthen the connections between bigger and central flakes. The most impressive thing is that it was “intelligent” (slime mold doesn’t have a brain) enough to maintain redundant connections between the most “important” flakes, something that allows the slime mold to keep the connection to an important flake even if an “accident” happens. The slime mold really created a really good communication network between the oat flakes, in fact the network is very similar to Tokyo’s rail network designed by engineers. For example, in Tokyo there are many redundant lines to make sure that if something unexpected happens in some part of the city, like an earthquake, it will not affect the rest of the network.

Slime Mold network

After analyzing the slime mold growth pattern, the researchers created a mathematical model that describes the expansion of the network and when simulating it on a computer the algorithm ends up finding a quite optimum solution in which the most robust connections are established between the most important/central nodes and the redundant connections slowly disappear. Moreover, the slime mold tries to find the shortest path to each location (a classical problem of computing science). We can simulate this using software, in fact there are many algorithms to design networks, but… how did slime molds learn how to grow optimally to reach the maximum amount of food/energy? how does the slime mold “know” how to solve the problem? where is that behavior programmed if the slime mold doesn’t have a brain? in the genes? small rules that create a complex behavior? cellular automatons?

Why would we want to make very complex calculations and build algorithms to design networks if we can “ask” a slime mold to do it for us? Why spend millions hiring engineers if slime mold can design transport networks? In fact, why spend time solving problems that nature has solved during millions of years of evolution? This is one of the perspectives that Biomimicry / Biomimesis uses to solve problems; if you are interested in this topic and want to learn more, I recommend you to watch these talks by Janine Benyus and Robert Full.

Categories
Trains

800 hours training to become a train driver

Japanese trains are the most punctual in the world and they are also the most safe. One of the reasons why they are so punctual is that the same systematic protocols are accurately performed each time a train arrives to a station. Train drivers are trained to be able to stop a train within error margins of 10 cm in respect to the platform and 5 seconds in respect to the moment they are supposed to stop.

Some time ago in a Odakyu line platform I found this poster which explains that to become a train driver you need to spend 800 hours studying and training. I don’t know how much training is required in western countries to become a train driver, but 800 hours seem like a lot of hours to me.

How to become a train driver

In the poster they also explain how train drivers are trained to drive in a safe way. One of the biggest concerns of Japanese people is that if rail companies are too strict with their drivers, accidents may happen because the drivers are under stress, something that happened in Amagasaki some years ago when a driver was behind official schedule, took a curve too fast and caused the derailing of the train and the death more than 100 people. If the train had arrived late, the driver would have been strongly scolded.

Categories
Trains

2 minutes in the train

Japan train
The two girls in the left are chatting, the foreigner in the center talks on the phone (Don’t do it! It is considered bad manners), the girl next to him thinks and the girls in the background plays with her Nintendo DS

Japan train
The girl with the yellow purse sends an e-mail with her cellphone, the other two girls keep on talking.

Japan train
The girl with the yellow purse checks her hair with a hand mirror, the girl to the left browses the Internet on her cellphone.

Japan train
The girl with the yellow purse keeps on checking her hair and the other girls keep on chatting.

Japan train
The girl with the yellow stops fixing her hair and eats an onigiri (rice ball).

Japan train
The girl that was doing nothing in the first picture falls asleep.