Traffic Sim Predicts Jams Before They Happen 218
Via_Patrino writes "The New Scientist reports that: A traffic simulation system is helping drivers by predicting jams up to an hour before they happen. Traffic flow can be divided into three categories: freely flowing, jammed, and an intermediate state called synchronised flow in which dense traffic moves in unison. Physicists at University of Duisburg-Essen have developed 'the first model to reproduce all known traffic states.' Predicted conditions are displayed on the official website, and more than 90 per cent of the time, traffic density is predicted correctly."
What if people start using it? (Score:5, Interesting)
Re:What if people start using it? (Score:5, Funny)
Re:What if people start using it? (Score:2, Insightful)
Re:What if people start using it? (Score:3, Informative)
Not necessarily. Depending on the situation, the threshold number of people whose behavior can change the situation will vary; could be large or small.
Where I live (Seattle) the state DOT puts up a GREAT online traffic map [wa.gov], which I check religiously before hitting the road. I hope it someday incorporates technology like this.
Re:What if people start using it? (Score:3, Funny)
Oh the horror.
Re:What if people start using it? (Score:2)
To steal a line from Minority Report, "The fact that you prevented it from happening doesnt change the fact that it was *going* to happen." (All hail the IMdb [imdb.com])
Re:What if people start using it? (Score:2)
What I take away from that statement is that even though we learn how to avoid, or run from a problem. The problem is still there, just waiting to be solved.
wbs.
Academic proof... (Score:2)
Re:Academic proof... (Score:2)
Re:What if people start using it? (Score:3, Insightful)
"The price will go up", so people buy and the price goes up. "The price will do down", so people sell and the price goes down.
What is the cause? (Score:4, Insightful)
Re:What is the cause? (Score:5, Insightful)
Re:What is the cause? (Score:3, Interesting)
I'm sure only a small pecentage of people would be checking the website. Heck, in my town they publish where the sobriety checkpoints are going to be set up for the weekends and holidays, and the cops STILL have a bumper crop of DUI/OMVI arrests.
Oh well, I guess it pays to pay attention...and drink at home.
Re:What is the cause? (Score:5, Interesting)
Note that this system is infinitely better than the radio "traffic reports," like those in Boston on 1030 WBZ. The announcers already know from experience where all the slowdowns are likely to be, so they just repeat the same B.S. every morning, true or false, until they get lucky and their helicopter spots something, or the State Police radio in an accident.
I used to commute the Mass Pike eastbound from 495 into 128/95, and I can count on the fingers of one hand the times that the "traffic report" was actually accurate.
As far as people paying attention to the web site and changing their route based on 30 minute or 60 minute advanced prediction, thus screwing up the "prediction," that's only an issue if you need advance warning before you leave the house. What's really needed is a real-time decision when you come up against a junction point. Which way? Tell me now. Should be easy enough to do with a real-time feed from your car to the model.
Not that there's that many obvious alternate route choices around Boston anyway, but it sure would be helpful to have precise information on the jam-ups for those of us who know the back roads.
Re:What is the cause? (Score:2)
There really is no good way predict and then relay the information.
I am not sure what it is like up there in Boston, but in Texas the radio announcers give the same BS, but I am familiar enough with traffic flows to know what to expect. For example, p
Re:What is the cause? (Score:2)
In Toronto, you can watch the major local TV morning show, BreakfastTelevision on CityTV, and hear a traffic report based on, and with live video, since the Ministry of Transport has cameras set up all along the 400-series highways. (Tinfoil hat folks: The cameras are shit quality, frequently fogged up or out of focus, and way to far away to read plates..)
Re:What is the cause? (Score:4, Informative)
Besides, as far as I understand, the system currently only considers highways, which (at least in Germany) have at least dual carriage ways. If the traffic is not dense, most accidents or break downs do not cause jams, as the traffic simply passes by.
Sebastian
Re:What is the cause? (Score:4, Funny)
Re:What is the cause? (Score:3, Interesting)
Re:What is the cause? (Score:2)
Atlanta, GA is a unique situation. (Score:2)
So now for this traffic prediction to work, it basically has to predict bridge jumpers. Fortunately, as the government profiles us more and more and tracks us via RFID tags or whatever, it may be possible not only to predict when a person gets suicidal, but possibly also to predict the most likely date/time and even the correct overpass they will use.
</Tong
Hooks law (Score:5, Interesting)
The compression waves travelling through the traffic are the reason that everything goes stop/start once traffic slows below a certain speed...
Re:Hooks law (Score:3, Funny)
Interesting. I think I'll make it into a bumper sticker.
Check back in a few days and I'll let you know how effective it is calming down the idiot honking his horn behing me.
A note (Score:4, Insightful)
This is one of my pet peaves (Score:5, Interesting)
Re:This is one of my pet peaves (Score:5, Interesting)
I drive a stickshift and consequently cannot stand stop n' go traffic on a freeway. So I even it out and am able to maintain a consistent speed regardles of the sporadic flow ahead of me. This of course pisses off the person behind me because I have "too much space" in front of me. They usually don't realize that I'm doing them, their car, and their gas mileage a favor. I wish people would just think about these things. The easiest lane to be in in this type of traffic is usually the lane with all the trucks, as they too cannot stand the constant shifting and braking of stop n' go traffic.
Re:This is one of my pet peaves (Score:4, Funny)
I guess it's just more evidence of the superiority of stick-shift drivers. ;-)
Re:This is one of my pet peaves (Score:2)
Re:This is one of my pet peaves (Score:2)
the superiority of stick-shift drivers
Clutch much? [driversedge.com]
Most of the key in driving is keeping the car in a state of balance.
http://tisc.planet-f1.com/drivers/results_by_dr
Re:This is one of my pet peaves (Score:2)
Now, this may not seem that bad but... This cheating asshole fucks up the speed of those in the free flowing lane, causes people to mash on their breaks in the traffi
Re:This is one of my pet peaves (Score:3, Interesting)
Re:This is one of my pet peaves (Score:2)
I'm not a driver (well, I've got a driving licence, but no car). I'm a cyclist. There is nothing more annoying than a slow moving car snailing along at 20mph when I'm in a training session - treading along at 30mph. It invariably causes me to be pissed of and just pass the slow driving sucker.
Who far to often doesn't like being passed by a fast moving cyclist.
Yeah, I know, I'm a dangerous asshole cyclist in the traffic, but eyh, it's my health - and I've nev
Re:This is one of my pet peaves (Score:2)
Re:This is one of my pet peaves (Score:2)
-molo
Re:This is one of my pet peaves (Score:2, Interesting)
What happens next... (Score:2, Funny)
Measuring Theory Of Traffic (Score:5, Interesting)
Measuring the system changes the system.
What if everyone takes the same alternate route to avoid the "busy" route?
As the story points out:
"But the website has already become a victim of its own success, admits Schreckenberg. Some of the 300,000 people a day who are visiting the site are replanning their journeys on the basis of its forecasts, and this is beginning to make the forecasts themselves less accurate."
Re:Measuring Theory Of Traffic (Score:2)
Yep, it's psychohistory all over again... *shaking fist* Curse you, Isaac Asimov!
They just need to take this into account... (Score:5, Insightful)
If you want more predictable traffic patterns, fudge prediction differences downwards so that less people will take action based on the predictions.
It's all one big feedback loop, dampen accordingly.
Re:Measuring Theory Of Traffic (Score:2)
Isn't this a statistical problem? (Score:3, Insightful)
Both are fundamentally chaotic.
Sure, you can calculate expected probability based on past performances and expected flow... but we've all seen freeways humming right along at 70MPH and no problems until just ONE driver makes an error... then all hell breaks loose.
I don't think even predicting the weather is as tricky as predicting traffic flow, as at least the weather patterns follow known laws of physics for at least near-term before losing out to the chaotic nature of weather patterns. People are just flat out unpredictable.
Re:Isn't this a statistical problem? (Score:3, Insightful)
Are you kidding? (Score:2, Interesting)
Some important facts, which the system designers seem to have forgotten: Real systems veer towards chaos and orderly behavior is anathema to all nationals except Germans. That apart, any traffic simulation design could be considered a success if it can be put to use in all conditions. I am quite sure that this system will come a cropper on Indian roads where cars have to jostle for space with cattle, cycles, pedestrians, three wheelers,
No, it's chaotic Re:Isn't this a statistical probl (Score:2)
That's just one butterfly though. It's the jam spreading out from there that causes the problems.
Both are fundamentally chaotic.
Yes, but the principle of chaos is that small changes to the initial conditions lead to an exponentially divergent change to the result.
So, the earlier you are able to detect a single car crash, or the traffic jam around it, the quicker you will be able predict a city-wide gridlock- and perhaps arrange for your own
RE: road design plays a big role (Score:2)
Basically, we have a situation where a large number of people need to travel from suburbs in the west to their workplaces in the city itself (east). On the ride home, you g
Strange Attractor (Score:3, Informative)
As I read your comment, it struck me that the flow of cars past a given point resembles the flow of water from a drippy faucet, and that both can be modeled as a 2D strange attractor. Just as you can map the time differences between Drips [ D1, D2, D3, etc. are absolute time of drips; T1=D2-D1; T2=D3-D2; etc.], you can map the space differences between cars. Then map it on
so what your telling me is (Score:3, Funny)
And I guess he has an evil father right? "Luke, I can feel the road rage in you, you must let is out"
And I guess news stories about traffic jams have to use lucas/powerpoint diagonal slides instead of hard cuts?
And Han Solo is the guy in the riced up car that speeds? Chewie likes "phat bass beats" in his WQRX p27983tyXX extreme ear-bleed SUB WOOFER SYSTEM.
And I guess there will be massive traffic jam merchandising? Possibly even a prequel traffic jam series with JAR JAR BINKS who is the pedestrian who always presses the walk button even when he has no intention of crossing the street?
And all the people who were caught in the traffic jams ages ago are like "this traffic jam sucks compared to the originals".
Anyway, enough of this, may the green lights be with you.
Predicting the traffic is easy doing something (Score:4, Insightful)
I predict that traffic will get so bad and car ownership will become so expensive that people will figure out ways to get around without a car and possibly even change their lifestyle in the process. But it will happen gradually, I think it is already.
Re:Predicting the traffic is easy doing something (Score:2)
It's quite easy, actually. Give people an accurate prediction of a traffic jam on their route, and they will detour or postpone the journey. And most people already have an accurate prediction... that nasty jam on the way to work has been there every day for the la
Re:Predicting the traffic is easy doing something (Score:2)
Alas, there are only two cities in the USA that could fit that mold: New York City and Chicago. Most other cities in the USA are so "spread out" that mass transit is not as viable as people think.
Interestingly enough, London in the UK grew by following the Underground (subway) lines as they spread out from the center of London. But then, that growth happ
Re:Predicting the traffic is easy doing something (Score:2)
Re:Predicting the traffic is easy doing something (Score:2)
Hey if bosses are flexible about the time you arrive to work that'll help to. Then we'll only have probs if _everyone_ held a 9am meeting on the same day.
It's not the inconvenience of car pooling etc that stops people from driving their cars. It's more like the "insurance" problem - you drive your own car "just in case" stuff happens and you need independent transport you can rely on. Taxis can help, but where I live they're not that reliable - they often refu
Here's the algorithm they use: (Score:5, Funny)
if ((time == 8am-ish) || (time == 5pm-ish))
double jam =1;
if (city == LA)
long long jam = 2^64;
Kinda makes me think back (Score:2)
Re:Kinda makes me think back (Score:2)
No wonder!! (Score:2)
The Autobahn A40 that connects the Ruhrgebiet cities from Dortmund via Bochum, Essen and Mülheim to Duisburg has the reputation of being the worst motorway in Germany, at least wrt/traffic jams. Guaranteed traffic jam 8-11am and 3-7pm.
It was probably just a professor's idea how to get to work more quickly in the morning.
Synchronized flow isn't stable (Score:4, Interesting)
If there is just a small change in velocity of one driver, the next guy is going to respond to it by hitting the breaks. The next guy is going to panic and hit it harder, and so it goes. I've seen this happen in real life many times: Just a small riple can make a jam, three or four cars involved is sufficient.
I fact, I think I saw an article about this too, it could have been long ago in Europhysics News or something. They like publishing stuff like that.
I'm trying to keep a lot of distance when I'm driving: Three seconds in normal situations (just count), and up to five seconds if I'm in synchronized flow. That way, I can absorb many ripples if the three or fours cars in front of me is slowing down. I think it helps, but surely it doesn't help a lot if it happens further ahead.
It is of course important not to lag too much when the cars starts moving again, so I generally speed up to follow in the start, but then try to build up some good distance, when the flow gets going.
But then, I'm just speculating...
Re:Synchronized flow isn't stable (Score:3, Interesting)
Re:Synchronized flow isn't stable (Score:5, Insightful)
Re:Synchronized flow isn't stable (Score:2)
Now, back to reality. In periods of high traffic, it is NOT possible to keep such distances (at least without the liberal use of a grenade launcher). There are TOO MANY CARS. To keep a three second or greater following dis
Wonder if they will predict... (Score:3, Funny)
oops, different flavour of jam
Other anti-jam techniques (Score:3, Interesting)
The ring road around Eindhoven has recommended speed indicators that show what speed you should be travelling at to hit the next light on green. It seems to work quite well.
The Hanshin Expressway network around Osaka has video processing equipment that can automatically recognise traffic congestion, including the characteristics of traffic accidents. It then alters roadside information boards to route drivers around the congestion. Other areas do the same thing.
adio bReacons update vehicle navigation systems in real time to show time to destination, congested roads, and if you're following a planned route, will re-route you as traffic conditions change.
Unfortunately most signals in Japan aren't load-sensitive, but set to 1 minute green in each direction irrespective of time of day, day of the week or class of road. So circular routes around Tokyo, for example, become major barriers to traffic entering in the morning and leaving in the evening.
On Japanese freeways, the major cause of congestion is the humble tollbooth.
Re:Other anti-jam techniques (Score:2)
Results? (Score:2)
A traffic simulation system is helping drivers by predicting jams up to an hour before they happen.
Let me guess- it predicts that traffic jams will happen on weekdays, around 5pm.
Re:Results? (Score:2)
But, for any city of any significant size, it's essentially:
We can rigorously predict traffic jams with less certainty than the average driver.
The research is just not terrible useful at the present time.
Comment removed (Score:3, Interesting)
Re:Traffic jam solution (Score:2)
5. Restrict 18-wheelers to the right lane only and make them use by-passes when available
I agree with #4, but #5? You'd never get on the highway around here. Not only that, but we have these things called "hills", and some trucks can only do 35 or 40 up them. Imagine if the right lane were solid with trucks moving along at 35mph! If you could get on, you'd still have to deal with the blue-hairs driving along at 45
Re:Traffic jam solution (Score:2)
Seriously. I dunno about you, but in my experience nearly every driver is an idiot at least once in a few months. It only takes 1 idiotic action to screw up traffic for 20 to 10000 cars (depending on the idiocy of the act).
If everyone were highly skilled and knowledgeable drivers, concentrating 100% on driving, and equiped with top notch well maintained vehicles, I bet the tr
Missing a critical one. (Score:2)
Rubbernecker screen (Score:2, Interesting)
You could even pay for it by selling ad space!! (I can't beleive I suggested that!!)
Re:Rubbernecker screen (Score:3, Funny)
Cause you need to slow down! (Score:3, Insightful)
Wrong answer: when something like an accident happens you need to slow down. In fact anytime you see flashing lights (cop car, tow truck whatever) you better slow down until you know what is going on and have figured out how/if it affects you.
Granted most people look at the wrong thing, but at least they are slowing down. You shouldn't be watching the emergency itself. You need to have a broader focus of how the operations might affect you!
imagine yourself... (Score:2, Insightful)
I think the problem is too many cars on the road (Score:3, Interesting)
Living in New Jersey, traffic is a part of my daily life. I've noticed that even when there are a lot of cars on the road, the traffic can still move along above the speed limit in rush hour. But there is still that point when all the traffic just seems to stop and you're crawling along at 10 miles an hour.
The show also mentioned a study the government funded. They spend several million dollars to try and figure this problem out. Their conclusions: "there are too many cars on the road." Now, for the low low price of $20,000, I could have told them that.
Re:I think the problem is too many cars on the roa (Score:2)
The worst are events that cause chokepoints. Then you end up with the "hourglass" effect. Lots of ne
Traffic Waves - research and animations (Score:5, Interesting)
In 1998 William Beasley posted a paper on Traffic Waves in Seattle, subtitled "SOMETIMES ONE DRIVER CAN VASTLY IMPROVE TRAFFIC".
The site has great animations and excellent explanations of the impact of different drivers actions on the overall flow.
Worth a look: Traffic Waves [amasci.com]
I can predict Traffic myself. (Score:2)
i87 Between 4:45-5:15 High Traffic North Bound between Exit 4 and 5 and exits 7-8
It is easy to predict in Albany NY because all the state workers work outside of albany and many of them live up north. In Saratoga County. So when they go to work they tend to go south towards Troy, Latham and Albany Plus there is a big bridge between exit 7 and 8 and people become stupid on the bridge (There are no tools and the same amount of lanes) and slow down.
Re:I can predict Traffic myself. (Score:2)
TH-52 until that FREAKING CONSTRUCTION is complete.
- Thomas;
Not news (Score:3, Interesting)
The view can be seen here [wuphonsreach.org] in the most recent version.
Re:Not news (Score:2)
M25 (Score:2, Interesting)
Screw all the simulations!! (Score:3, Interesting)
In a former job many years ago, I did a lot of highway driving (deliveries and field service) and spent a good deal of that time thinking about traffic patterns, both as a mathematical system as well as a design process. My final conclusion after 2 years was that there are too many cases of poor road/intersection design and WAY too many cases of pathetic traffic light design, and even more cases where traffic lights hinder traffic flow in a very severe way, while not providing any of the originally-intended safety of said traffic light. The prevailing "wisdom" seems to be: if there's a traffic problem, put up a stoplight to control it. Not.
Traffic dynamics is fascinating, and certainly deserving of some studious focus, but none of this means a single, blessed thing to me unless people will:
I'd make the common observation that older folks tend to drive slower and tend to do so, totally oblivious, in the left lane. But then there is at least an equivalent problem in the soccer moms and high-strung business suits on cell phones driving SUVs and mega-SUVs who pay even less attention to what they're doing. Heck, I've seen people driving down the interstates here (I-40, I-95, I-85 -- pick one) during morning traffic, travelling at over 80MPH and reading the morning paper!
That said, I think traffic problems tend to be less a mathematical/system problem than a brainless person problem, in many cases. Not all, but very many. Sadly, you can't "in-idiot" a driver, or a person for that matter.
I've always wished for a traffic law that gave every driver a dart gun. When someone does something obscenely stupid or hazardous (e.g. driving in reverse on a 65MPH intersate because they missed their exit), you shoot them with the dart. Three darts means your vehicle is incapacitated for 30 days. (Hmmm... I think RFID tags would be perfect for this!! :) If your vehicle is tagged more than 6 times in 2 years, you lose your license for 1 year.
Harsh? Definitely. But consider the *costs* of traffic in lost time, productivity loss, frustration/rage, increased fuel consumption, vehicle wear and tear, air pollution, etc. Pulling one person or one thousand people out of the traffic system to improve the flow for the masses sounds like good planning to me.
Oh, and please direct any comments about my tendency to drive well above the speed limit to /dev/get_out_of_my_way...
Left lane? (Score:2)
Re:Screw all the simulations!! (Score:2)
What people don't realize, is that if every stupid speed limit were obeyed, no lights jumped/ran, all stops made completely, traffic would be many times worse than it is.
Re:Screw all the simulations!! (Score:2, Insightful)
Yeah traffic lights are stupid, I never pay attention to them, I just go whenever. It helps traffic flow.
Now, anyone who agrees with me, we can just take your license away right now, because you're obviously too immature to be on the road. And if any of you seriously want to reply to argue the merits of running red lights, just kill y
Re:Screw all the simulations!! (Score:2, Interesting)
Traffic Waves (Score:5, Interesting)
See also this site [amasci.com].
Have you ever been driving on an interstate highway when traffic suddenly slows to a crawl? You inch along for many minutes while waiting to see the accident which must have caused the jam. At the same time you also curse the "rubberneckers" who are causing the whole problem. But then all the cars ahead of you take off at high speed. The jam is over, but no accident, no police cars, nothing. WHAT THE HECK WAS THAT! A traffic jam with no cause? In the rear-view mirror you see all the poor saps behind you still stuck in the jam. But why? If all those people could just speed up at the same time, the whole traffic jam would evaporate. Why don't they ever do that? What caused the mysterious slowdown in the first place?
Re:Traffic Waves (Score:2)
There's a funny Traffic Wave Generator in Drammen, Norway. Unintended of course, but nonetheless. It's a longish bridge going from northeast to south in this picture [map.finn.no], and at the northwestern end, there's a lot of traffic coming in, and at a relatively high pace. The speed limit is something like 90 km/h, which means the average sp
Re:Traffic Waves (Score:2)
Ugh. Norway, like Canada, Sweden, the Netherlands, and France just do not count in this forum. NIH.
I'll bet that most Americans don't even know what Norsk Hydro is or what it does.
Ignorance is bliss.
Avoiding Traffic Jams (Score:2, Informative)
Bill Beaty investigated how to avoid traffic jams by recognizing the intermediate state of synchronized flow and undoing the damage six years ago. Apparently, a traffic jam can be stopped, even once started, by a single car.
Traffic Waves [amasci.com]
Color-blind mode!! (Score:3, Informative)
When building software like this, you do a great service to take us R/G colorblind people into account. We're not as rare as you think! BWHAHAHA! ;)
Re:Color-blind mode!! (Score:3, Insightful)
It's easy to be right 90% of the time (Score:2)
The other 10%, when traffic jams occur unexpectedly, is the hard part. But it's what people need to know.
Ripped off again (Score:2)
I know exactly how to predict traffic jams... (Score:3, Informative)
Re:Pre-emptive analysis? (Score:5, Interesting)
There is a sourceforge project [sourceforge.net] thatsimulates multimodal traffic with cellular automata. Also have a look at this link [uni-koeln.de] for more information about traffic simulation.
Re:Pre-emptive analysis? (Score:3, Interesting)
Re:Pre-emptive analysis? (Score:2, Interesting)
Re:GPL IT PLZ (Score:2)
Re:GPL IT PLZ (Score:3, Funny)
#!/usr/bin/perl -w
$now = `date +%H`;
if($now == 7 || $now == 8 || $now == 16 || $now = 17){
## Genius part!!
die "Rush hour, take another route!\n";
}else{
die "Roads are clear!\n";
}
## Please note, code is not optimized yet, but it's 90% accurate!