Slashdot Mirror


How Computer Scientists Cracked a 50-Year-Old Math Problem (quantamagazine.org)

An anonymous reader writes: Over the decades, the Kadison-Singer problem had wormed its way into a dozen distant areas of mathematics and engineering, but no one seemed to be able to crack it. The question "defied the best efforts of some of the most talented mathematicians of the last 50 years," wrote Peter Casazza and Janet Tremain of the University of Missouri in Columbia, in a 2014 survey article.

As a computer scientist, Daniel Spielman knew little of quantum mechanics or the Kadison-Singer problem's allied mathematical field, called C*-algebras. But when Gil Kalai, whose main institution is the Hebrew University of Jerusalem, described one of the problem's many equivalent formulations, Spielman realized that he himself might be in the perfect position to solve it. "It seemed so natural, so central to the kinds of things I think about," he said. "I thought, 'I've got to be able to prove that.'" He guessed that the problem might take him a few weeks.

Instead, it took him five years. In 2013, working with his postdoc Adam Marcus, now at Princeton University, and his graduate student Nikhil Srivastava, now at the University of California, Berkeley, Spielman finally succeeded. Word spread quickly through the mathematics community that one of the paramount problems in C*-algebras and a host of other fields had been solved by three outsiders — computer scientists who had barely a nodding acquaintance with the disciplines at the heart of the problem.

96 comments

  1. Cracked? Let me guess by Tablizer · · Score: 1, Funny

    By injecting its SQL

    1. Re:Cracked? Let me guess by Anonymous Coward · · Score: 0

      Trolling aside, it probably comes down to the fact that CS uses block design/maxtrix reasoning which is integral to theoretical mathematics

    2. Re:Cracked? Let me guess by 93+Escort+Wagon · · Score: 1

      Daniel Spielman, aka Little Bobby Tables, has solved....

      --
      #DeleteChrome
  2. These are great acheivements of the human mind by amightywind · · Score: 0

    I want to hear more.

    --
    an ill wind that blows no good
  3. Whoosh over my head by baker_tony · · Score: 4, Insightful

    I don't even understand what's been solved!

    1. Re:Whoosh over my head by Anonymous Coward · · Score: 2, Insightful

      I don't even understand what's been solved!

      The answer was 42, so no worries.

    2. Re:Whoosh over my head by Anonymous Coward · · Score: 0

      Indeed :(. Read a bit on wikipedia... I understand a bit about algebraic structures in the context of basic cryptography (Group Theory, Finite Fields ..etc), but this is way over my head.

    3. Re:Whoosh over my head by drinkypoo · · Score: 3, Insightful

      I don't even understand what's been solved!

      I don't either, but it's worth noting that this is an utterly shit submission; not only does it not give us any clues as to even what kind of problem might have been solved, but there's no informative link which is kind of what the web is all about.

      --
      "You're right," Fisheye says. "I should have set it on 'whip' or 'chop.'"
    4. Re:Whoosh over my head by gstoddart · · Score: 1

      I won't even begin to claim to understand it ... but here's the wikipedia link for those of us who need a high level explanation of it.

      Admittedly, I could use a "dance your PhD"/crayola explanation of this.

      Even the wiki article is way over my head too.

      --
      Lost at C:>. Found at C.
    5. Re:Whoosh over my head by Anonymous Coward · · Score: 0

      Discussion falling in level grossly. Very worrisome if you all hear voices.

  4. Great Title by Anonymous Coward · · Score: 1

    "How Computer Scientists Cracked a 50-Year Old Math Problem". Great! How?

    1. Re:Great Title by postbigbang · · Score: 5, Interesting

      They describe how. Five different, round-about ways of deriving positive intersecting matrices are described. They develop a method of defining boundary equations for the matrices, so as to prove an interesting algorithm that hadn't been able to be solved via an algorithm, just conjectures. They define this interesting boundary equation to box-in the conjectures, so to speak, and by defining the algorithmic domain, offer a proof that it works.

      Profit!

      I'm not sure how just yet.... but Profit!

      If someone else can explain it succinctly, give it a shot.

      --
      ---- Teach Peace. It's Cheaper Than War.
    2. Re:Great Title by quenda · · Score: 2

      Thanks, but that went way over my head, despite doing some pure maths at university. I'll wait for the xkcd version.

    3. Re:Great Title by JoeMerchant · · Score: 2

      If you count being whisked away to dwell in an underground bunker "think tank" for your remaining years as "profit," then, yeah, these guys are in the cat-bird seat.

    4. Re:Great Title by postbigbang · · Score: 4, Funny

      No one has a sense of humor anymore, especially when ti comes to algorithms proven by boundary equations.

      --
      ---- Teach Peace. It's Cheaper Than War.
    5. Re:Great Title by Zalbik · · Score: 1

      Interesting...

      Now explain it to me like I'm five.

    6. Re:Great Title by fibonacci8 · · Score: 3, Funny

      What are you doing here? Where are your parents!?

      --
      Inheritance is the sincerest form of nepotism.
    7. Re:Great Title by postbigbang · · Score: 1

      These nice math people solved a big problem! People had tried to figure it out for gosh, fifty years! Then they did it. The problem was like if you had lots of apple orchards, each with different apples. Birds would fly over and poop on them sometimes. You wanted to find out which birds were pooping on what trees and also which apples on which branches were clean, and all this, over a period of time in which orchards. Tough, huh?

      --
      ---- Teach Peace. It's Cheaper Than War.
    8. Re:Great Title by null+etc. · · Score: 1

      That's not true. Just yesterday, I began a joke with "N people walked into a bar, where N is an integer greater than 1 and less than 3." The audience was in stitches!

    9. Re:Great Title by Anonymous Coward · · Score: 0

      Stop calling me Dad and go get me a beer, kid.

    10. Re:Great Title by Anonymous Coward · · Score: 0

      I'm with you. I giggled when I read his explanation and came to the conclusion, being born and bread in the US, that I guess I really don't understand English. I have little idea of what the fuck this is all about. Feeling this small >.

  5. Congratulations by Anonymous Coward · · Score: 0

    Congratulations. I do like seeing an outsider solve difficult problems.

  6. Wow by Anonymous Coward · · Score: 0

    I wonder if those geeks hang out here on /. ?

  7. Ads by Anonymous Coward · · Score: 0

    Wow that phys.org site is loaded with ads and it makes safari on my iPad pulsate the page. Wooaaaaah!!!

    1. Re:Ads by PopeRatzo · · Score: 1

      Wow that phys.org site is loaded with ads and it makes safari on my iPad pulsate the page. Wooaaaaah!!!

      It might be the DMT kicking in.

      --
      You are welcome on my lawn.
  8. That should not get Srivastava's hopes up by Anonymous Coward · · Score: 0

    About the opinion of slashdot crowd regarding foreign STEM students and extending OPT.

  9. Those who can, program. by Anonymous Coward · · Score: 1

    Those who can't, go into more traditional scientific disciplines.

    1. Re:Those who can, program. by jandersen · · Score: 1

      Programming, my boy, is to science what accounting is to calculus. I don't think you have even the beginning of a glimmer of understanding of what science is.

    2. Re:Those who can, program. by pla · · Score: 2

      Programming, my boy, is to science what accounting is to calculus. I don't think you have even the beginning of a glimmer of understanding of what science is.

      Not entirely true - I can assure you that, on a daily basis, I apply the scientific method to figuring out how to talk to undocumented "black boxes" (whether hardware, OS features, or just how to safely use buggy libraries I can't avoid or rewrite).

      That said, your statement holds largely true in a bit different light than how you meant it...

      In mathematics, you can spend a career mentally masturbating over your favorite "hard" problem, and retire after decades with nothing to show for it. In programming, if you work on a problem for five years, you'd damned well better get world-changing results, or find a new job.

    3. Re:Those who can, program. by jandersen · · Score: 2

      I apply the scientific method to figuring out how to talk to undocumented "black boxes"

      Don't we all :-) But I think that is not so much programming (ie writing program code) as it is intelligent planning before you make you next move.

      In mathematics, you can spend a career mentally masturbating over your favorite "hard" problem, and retire after decades with nothing to show for it. In programming, if you work on a problem for five years, you'd damned well better get world-changing results, or find a new job.

      Not really - universities do in fact require any scientist to be productive. Results don't have to be of the same order of magnitude as the achievements of Einstein, Gauss, Riemann etc. to be valuable. Lots of scientific research is farily humdrum, predictable stuff, that still has a very useful function. It is largely a myth that being a scientist is some sort of sinecure; and just because the general public can't see the point of it, doesn't mean that it isn't going to be important later.

    4. Re:Those who can, program. by Xest · · Score: 1

      I'm a professional developer with a post-grad degree in Mathematics.

      There's an ounce of truth in what he says, not the part about computer scientists or software engineers somehow being better than scientists, on the contrary, you're largely right because most programmers decry maths and claim it doesn't matter to them, but they're really just the dross of the industry. Maths is what separates someone reinventing the wheel by condemning themselves to produce CRUD applications for all eternity from someone who comes up with genuinely new and novel bits of software. Those with an understanding of maths are the ones who give us everything from the highest quality programming languages to Google search, and increasingly beautiful game engines to AI solutions like Siri.

      But I digress, the point intended on making is that the fact is that those with computer science have been the ones helping push the largest gains in science in recent years, whether it's the type of data handling required at the LHC or entire subjects like bioinformatics. We've long passed a point where much scientific discovery can come from lone individual geniuses, and are entering an era where many problems are impossible even with merely teams of people. We're at a point where leveraging computing power is essential to much further scientific discovery, and for that you need computer scientists who both understand the science, and the machines needed to drive the discoveries in said science.

      In this day and age I'd pity the scientist who looks down on computer scientists, because frankly in most areas of science it means they're building their own path towards irrelevance and failure. It's unlikely they'll ever achieve anything in most scientific fields if they're not willing to work with those who understand how to command the machines, or who do not learn themselves to command the machines and themselves become computer scientists in the process.

    5. Re:Those who can, program. by cerberusss · · Score: 1

      I don't think you have even the beginning of a glimmer of understanding of what science is.

      Having worked with physicists, you'll forgive me that I'm not really impressed? It's just a job for lots of physicists, and they're good in varying degrees. The best do a bit of programming, but most just used the libraries we programmed for them.

      --
      8 of 13 people found this answer helpful. Did you?
    6. Re:Those who can, program. by dl_sledding · · Score: 1

      ... to AI solutions like Siri.

      Good lord, don't use Siri as a shining example of "novel"!!! Use Deep Blue or Watson!

      You're giving AI a bad name using Siri as an example!

  10. Spielman is hardly ab outsider by JoshuaZ · · Score: 4, Informative

    Kalai and Spielman are both very talented and have done a lot of work in many different branches of mathematics. Moreover, in this particular context they proved an equivalent version of the conjecture that was much closer to their own sort of work. The problem in question has many different equivalent formulations such as that described here http://arxiv.org/abs/math/0209078 is essentially a statement about vector spaces that anyone with some basic linear algebra background could understand. This is a very common tactic in mathematics if one has a tough problem: try to find equivalent problems that are in other subfields of math where their might be techniques to handle them.

    1. Re:Spielman is hardly ab outsider by Coren22 · · Score: 1

      She decided to stay home with the kids and not have a career.

      --
      APK likes to ask for responses to the same things over and over. Maybe he just likes the responses?
  11. Some info by Anonymous Coward · · Score: 5, Informative

    This is old news, the proof was announced several years ago.
    They use some cool theory initially developed by two Swedish mathematician, (one who sadly passed away a few years back),
    dealing with polynomials and families of polynomials with only real roots.

    The title "Mixed characteristic polynomials" has to do with matrices, and the characteristic polynomial of these.
    A central concept is interlacing families of polynomials. Two polynomials with real roots are interlacing if the roots are interlacing, meaning when plotted on the real line, every other root belong to say the first polynomial.

    It is actually pretty cool, since the original conjecture sounds really far from polynomials, matrices, and realrootednes.

    1. Re: Some info by MarkWegman · · Score: 0

      There's lots of blog posts about the solution to this dating from June 2013, at least two years ago. Would be nice if Slashdot were up to date. It does seem like a nice story though.

    2. Re: Some info by Anonymous Coward · · Score: 0

      Slashdot was never fast. At least this is about something interesting instead of the "generic women STEM muhsoggyknee story". It won't gather close to as many comments though.

    3. Re:Some info by Beetle+B. · · Score: 1

      They use some cool theory initially developed by two Swedish mathematician, (one who sadly passed away a few years back),

      I've yet to meet someone who happily passed away.

      --
      Beetle B.
    4. Re:Some info by Anonymous Coward · · Score: 0

      You CAN'T meet someone who passed away

  12. Dogma defeated by Anonymous Coward · · Score: 0

    There are many disciplines where one is expected to sit at the feet of the elders and offer nothing but exhalations to greatness of said elders in the hopes of one day being chosen to be named an elder. Thank goodness for the occasional breech of protocol that moves the state of the art forward.

    1. Re: Dogma defeated by Anonymous Coward · · Score: 0

      Oh fuck.off.

  13. Layman Terms Please by sycodon · · Score: 2, Insightful

    What practical manifestations will this have?

    Will it enable faster/better/bigger/smaller/higher/lower/longer/shorter/hotter/colder? What?

    --
    When Fascism comes to America, it will call itself Anti-Fascism, and tell you to give up your guns.
    1. Re:Layman Terms Please by 93+Escort+Wagon · · Score: 4, Funny

      Dude, we get the first story reminiscent of the Old Slashdot in freaking forever... and you're asking for practical applications?

      --
      #DeleteChrome
    2. Re:Layman Terms Please by Anonymous Coward · · Score: 0

      Yeah... car analogy or it didn't happen!

    3. Re:Layman Terms Please by Anonymous Coward · · Score: 2, Funny

      I'd like a car analogy.

    4. Re:Layman Terms Please by Anonymous Coward · · Score: 0

      Sure. He found a way to bound in what is a good traveling salesman problem. Specifically he was trying to find optimal network sizes for a particular platform entry/exit points. Which is useful in building clusters of computers or networks.

      One thing CS is about is NP!=P (probably). But to do that we usually take one problem and turn it into something akin to the TSP. TSP is a good way for deciding what way your car should go given particular information. There is another one they like to turn it into but the name eludes me at the moment.

    5. Re:Layman Terms Please by mikael · · Score: 1

      It relates to quantum theory. Maybe putting boundaries on various solutions. I wonder if it's related to the discovery that there are bundles or hairs of dark matter around every planet in the Solar system.

      --
      Vintage computer adverts: http://www.vintageadbrowser.com/computers-and-software-ads
    6. Re: Layman Terms Please by Anonymous Coward · · Score: 0

      How about a *flying* car analogy ? (for us theoreticians)

    7. Re:Layman Terms Please by Anonymous Coward · · Score: 0

      Cracking a polynomial problem? Sounds crypto.

    8. Re:Layman Terms Please by Anonymous Coward · · Score: 0

      Its mathematics. Its application to the 'real world' is almost universal. Having typed that, finding a real world application right now seems to be an open question, much like the 50 year old previous unresolved problem itself. But have no fear, this solution looking for a problem will find that problem within the next 50 years. Can you wait?

    9. Re:Layman Terms Please by Anonymous Coward · · Score: 0

      Maybe this could be applied to optimal neural network sizes - as in number of layers and number of neurons, given a particular type of problem (number of inputs / number of outputs).

    10. Re:Layman Terms Please by painandgreed · · Score: 1

      I'd like a car analogy.

      It's as if a motorcycle mechanic had figured out how to replace the burnt out engine of a unimog with a new crated engine in record time by using engine hoist techniques usually reserved for motorcycles and not cars.

    11. Re: Layman Terms Please by Anonymous Coward · · Score: 0

      Ding ding ding - we have a winner!

    12. Re:Layman Terms Please by Anonymous Coward · · Score: 0

      matrices / vector fields are everywhere! provided a constructive proof is found, you could, for example, build very efficient algorithms for error correction of networks of entangled qubits.

  14. This is sexist!!!! by Anonymous Coward · · Score: 0, Flamebait

    Three men solved the problem???

    They should all be ashamed that single woman didn't solve it...
    We should revoke all the rights of males to continue to solve all the problems while women can't solve one...

  15. moo by Anonymous Coward · · Score: 0

    I'll hold back on commeting while I wait for the cow guy's insightful commentary.

  16. Re:Fuck Math by Anonymous Coward · · Score: 0

    The Math Cows say MOooooooooo+MOoooo-(Moooyy*mooooox)/moooooooh^2

  17. If you find holes in the proof ... by 140Mandak262Jamuna · · Score: 2

    ... Just file a bugzilla defect. We will fix it in the next release.

    --
    sed -e 's/Chuck Norris/Rajnikant/g' joke > fact
    1. Re:If you find holes in the proof ... by Anonymous Coward · · Score: 0

      I'm sure there is already a solution on StackOverflow, ready to be copied...

  18. Being cracked is for klein group by Anonymous Coward · · Score: 0, Funny

    You are all klein group. The klein group is Trivial! Trivial Cows Trivial! Mooo! Mooo! Mooo say the Cows. YOU NEUTRAL ELEMENTS!!!

  19. Differing perspectives by JoeCommodore · · Score: 1

    To paraphrase a popular programming axiom:

    "There's more than one way to think of it"

    Math physics, etc. is our own physically limited observation and description of how math and the universe functions, doesn’t mean it's the correct way or able to get achieve all the answers, Kind of like Einstein, Tesla, and many other discoverers, its not always thinking the ways everyone else has been taught to think but coming at it from a wholly different perspective... and not always by such seemingly brilliant individuals.

    --
    "Enjoy what you're doing! If it becomes drudgery, you're doing it wrong!" - Jim Butterfield
  20. OK, so he's a lot smarter than I am... by grep+-v+'.*'+* · · Score: 1
    ...working with his post-doc and graduate student. (*I* used to work with turkeys, but I digress.) Smart man and all. But still:

    [He said] I thought, 'I've got to be able to prove that.'" He guessed that the problem might take him a few weeks. Instead, it took him five years.

    I've underestimated ever-so-slightly like that. Now I don't feel so bad about being dumb!

    --
    If the universe is someone's simulation -- does that mean the stars are just stuck pixels?
    1. Re:OK, so he's a lot smarter than I am... by codeButcher · · Score: 1

      ... He guessed that the problem might take him a few weeks. Instead, it took him five years.

      I've underestimated ever-so-slightly like that. Now I don't feel so bad about being dumb!

      It's on-spec (he delivered the proof all right) and on-budget (not sure about academia, but he still has a paid job, doesn't he?), so it was bound to be the schedule that had to budge.... That's the problem with giving jobs like this to IT people :-)

      --
      Free, as in your money being freed from the confines of your account.
  21. Name drop by RubberDogBone · · Score: 1, Insightful

    Can we please try to name drop some more schools into the teaser?

    I am SURE somewhere we missed somebody's school affiliation that, while having jack shit to do with anything, merits a mention. Surely a janitor who attended night classes at Yale Lock Academy or somebody's third cousin Louis who once had cheese from a shop near Rutgers deserves the same accolades.

    Seriously, why the hell does it matter where all these people went to school and why does this need to be in the teaser? You know what was MISSING from the teaser? A reason why anyone should care.

    --
    Sig for hire.
    1. Re:Name drop by tommeke100 · · Score: 2

      It's important because they have tenure or are doing research as scholars for the given institutions. If someone working for Google, Apple or Microsoft comes up with something new or big on their time and dime, I'm sure they'd want their company to be mentioned as well. In research, you always mention your sponsor; may it be an academic institution or a particular grant you received.
      I agree that for a given discovery, it's not because you are from Yale or Stanford that suddenly it's more valuable. Not every research from Yale of Stanford is per definition state-of-the-art. However, it's a chicken-egg problem, because these prestigious institutions tend to attract the brightest, or they at least get first pick in the pool of brightest people. This doesn't mean other researchers in other institutions can't be as good or even better.

  22. COMPUTER SCIENCE FOR REAL by Anonymous Coward · · Score: 0

    Hey, slashdot editors and CS majors and grads... this is computer science work! Notice the lack of anyone working in any IT department... more importantly, make note of the lack of "programmer skillz" and lack of any code! No computer mentioned in the article except for the 3 dudes that compute, and they are not digital, but biological.

    That's because computer science is NOT programming nor fixing computers or networks.

    1. Re: COMPUTER SCIENCE FOR REAL by Anonymous Coward · · Score: 0

      It's not sitting on /. either

  23. It probably comes down to ... by Taco+Cowboy · · Score: 2

    ... it probably comes down to the fact that CS uses block design/maxtrix reasoning ...

    It comes down to the fact that some problems need outsiders, whose thinking have yet to be confined inside that proverbial box, in order to attain the correct solution

    --
    Muchas Gracias, Señor Edward Snowden !
    1. Re:It probably comes down to ... by Errol+backfiring · · Score: 3, Interesting

      Indeed. That is why I am interested in different schools of thought in mathematics. For example, the ancient Greeks were builders rather than mathematicians, and therefore solved different problems or similar problems in another way. I would not know how to prove Pythagoras' theorem without the Greek school of thought. On the other hand, the Arabic school of thought brought us abstract thinking. It took aerodynamics to add boundary layer theory to computational mathematics.

      The most interesting thing can occur when those schools of thought are mixed. Hodographic transformation as used in aerodynamics is very similar to a Burrows-Wheeler transform in computer science, but the application is totally different. Who knows what other differential equations solving techniques could yield better data compression, for example?

      --
      Nae king! Nae laird! Nae yurrupiean pressedent! We willna be fooled again!
    2. Re:It probably comes down to ... by SharpFang · · Score: 4, Funny

      The difference in the way of thinking is simple.

      Mathematician: "This is too complex for my brain. I can grasp the outer layer of the problem, but the underlying thing is beyond any human's capacity."

      CompSci guy: "Oh, I can write a program that handles the outer layer of this problem; I have no clue what that underlying thing is but I bet it can be brute-forced."

      --
      45 5F E1 04 22 CA 29 C4 93 3F 95 05 2B 79 2A B2
    3. Re:It probably comes down to ... by Anonymous Coward · · Score: 0

      Arab school? Abstract thinking? Praising primary school rot... whoever was killed in those years to make it pass as Arabm you should know better now, I _am_ living it...

  24. computer science is not a science by Anonymous Coward · · Score: 0

    It's 95% theory and 5% experimentation.
    Therefore computer science is not a science.

    1. Re:computer science is not a science by Anonymous Coward · · Score: 0

      Your face is 95% theory and 5% experimentation.

  25. Proof by Exhaustion? by Anonymous Coward · · Score: 0

    Is this another one of those proofs by exhaustion? If so, there may still be some in the mathematics community who grumble about the method, as they did when computer scientists used the method to prove the Four Color Theorem. Mathematicians tend to prefer elegance in their proofs and a proof which cannot be done by hand and must rely instead upon the brute force of a computer is seen by some of them as a dirty thing and not an idea to be put into circulation as a legitimate proof technique.

    1. Re:Proof by Exhaustion? by UnknownSoldier · · Score: 2

      Those Mathematicians are just butthurt that some problems can "simply" be solved by enumeration. They are more then welcome to come up with an alternative proof.

      Which is more important? The answer or the one of the solutions? Why "elegance of the proof" even matter?

    2. Re:Proof by Exhaustion? by Anonymous Coward · · Score: 0

      Which is more important? The answer or the one of the solutions? Why "elegance of the proof" even matter?

      They're both important.
      Any proof is needed to be able to use the conjecture as foundation for other work.
      An elegant proof may lead to a deeper understanding of the conjecture or completely new mathematics.

  26. What an IRRITATING article! by bytesex · · Score: 1

    It doesn't say *anything* about the conjecture in the first place! You read on and on and on. You hope that at one point the vapid author comes close to describing what the problem they solved was all about and every time. Every. Single. Time. The author manages to deflect away from it. Bah!

    --
    Religion is what happens when nature strikes and groupthink goes wrong.
    1. Re:What an IRRITATING article! by Anonymous Coward · · Score: 0

      There are links to papers in the article, you know. The operator theory formulation of the problem in the Casazza et al 2005 (page 5 "Paving Conjecture") was immediately intuitive to me, with no more than undergrad linear algebra. But it's strange that Wikipedia has next to nothing about such a "famous" and seemingly important theorem.

  27. Ridiculous final claim. by Anonymous Coward · · Score: 1

    " computer scientists who had barely a nodding acquaintance with the disciplines at the heart of the problem."
    If it took 5 years and actually worked it's because they were becoming very, very well acquainted with disciplines at the heart of the problem.

    1. Re:Ridiculous final claim. by colinwb · · Score: 1

      Sort of. If it took 5 years and actually worked they were clearly becoming very, very well acquainted with a heart of the problem. (I do mean "a" heart: there can be more than one way of dealing with a complex problem.)

      Whether they were becoming very, very well acquainted with disciplines at the heart of the problem is another question.

      For example in perturbation theory (examining what happens to a system if you change a parameter by a small amount) there are objects called Canards. These were first discovered by non-standard analysts who applied infinitesimal perturbations. (Which incidentally acts as a ripost to someone recently claiming in another thread that the concept of infinity was practically useless.) These analysts were French, and graphs of the objects had curves which looked a bit like ducks. Hence Canards.

      The mathematician Ian Stewart writes about this in "From Here to Infinity" (Oxford University Press 1996), one of his books on problems in contemporary mathematics. He relates how some non-standard analysts found the canards, adds that the reaction of a conventional perturbation theorist was to find a rather complicated and delicate normal perturbation theory proof while expressing (unjustified) doubts about the non-standard proof. Stewart then comments that it's easy to discover things with hindsight, and that he'd be more impressed by the perturbation theory proof if it had been found before the non-standard analysts had done the donkey work.

  28. barely a nodding acquaintance by l3v1 · · Score: 2

    "computer scientists who had barely a nodding acquaintance with the disciplines at the heart of the problem"

    I don't think who wrote this has any idea how much math is in the university curriculum for computer science in different parts of the world. While far from "proper" mathematicians, there are lots of places where CS grads have much more than a nodding acquaintance.

    --
    I am putting myself to the fullest possible use, which is all I can think that any conscious entity can ever hope to do.
  29. Annoying summary by Anonymous Coward · · Score: 1

    I think people who write summaries that do not contain the most important piece of information should be killed.

    A sentence describing the problem and a sentence describing the breakthrough would be great. Not a life story about some people I care nothing about.

  30. Re: Fuck Math by Anonymous Coward · · Score: 0

    I seriously don't get your comment at all. Almost every Slashdot article has you or someone else posting the same basic cow comment. Is it supposed to be funny or are you protesting something? Is it a protest against Slashdot or dice? I asked my 3rd child who is in high school if this a joke going around but he hasn't heard anything related to it.

    I'm just curious as to what your reasoning is. Poster please respond.

    -imprezza86

  31. I think this will be increasingly common by bigsexyjoe · · Score: 1

    Math is a huge subject. I've heard most mathematicians can't read most mathematics papers. I believe we will increasingly see math problems solved by people who see new isomorphisms; people who realize that two problems in two fields are actually the same problem. I'm just waiting for the day that an important math problem is discovered to have been solved long ago in a different formulation.

  32. KGIII math PhD: Whattaya think... apk by Anonymous Coward · · Score: 0

    See subject: ... About this? This, I must hear - lol!

    * :)

    (Your thoughts on this are appreciated - from YOUR 'side of the fence', math, to mine (CS))

    APK

    P.S.=> It should be interesting... apk

  33. Re: Fuck Math by Anonymous Coward · · Score: 0

    You must be an all apper then. Apps!

  34. Re: Fuck Math by KGIII · · Score: 1

    Output of sudo apt-get moo maybe was the inspiration? See:
    http://paste.ubuntu.com/135042...

    Unless it's fortune | cowsay or something. See:
    http://paste.ubuntu.com/135042...

    Given the relevance, often oblique, I'm inclined to believe this is manually done. I've not seen it mentioned on Slashdot's hidden thread.

    --
    "So long and thanks for all the fish."
  35. Do people do this in their spare time? by Viewsonic · · Score: 1

    I mean, are these guys working on this between Star Wars Battlefront matches, or when they get burned out collecting items in Fallout 4? I mean, 15 years is a long time, so there had to be some sort of routine to this, right? What about when Everquest was popular, did that push this out for an extra five years or what?

  36. Re: Fuck Math by Anonymous Coward · · Score: 0

    I use a special app that you might not be familiar with, it's called a Web browser. Some people like to call it an Internet browser too. I prefer firefox but there are a bunch of different types available. Try one you might like it.

    -imprezza86

  37. Re: Fuck Math by Anonymous Coward · · Score: 0

    This is why I barely come to Slashdot anymore. It use to be intelligent people having interesting conversations. Now it's monkeys in cages throwing crap at each other. I think, like computers, the Internet was better before the masses got involved.

  38. Coren22's impersonation "APKolypse" by Anonymous Coward · · Score: 0

    Coren22 IMPERSONATES RESPECTED MEMBERS OF THE SECURITY COMMUNITY http://slashdot.org/comments.p...

    ---

    "privilege escalation's a bad thing" - by Coren22 on Tuesday September 22, 2015

    How else programmatically update it?

    "requires elevation to write hosts" - by Coren22 (1625475) on Wednesday September 23, 2015

    Hypocrite later admits it - hosts do vs. WFP/SFP not my ware. Users set it not programmatic impersonation. Security wares need it.

    ---

    "secretary at MalwareBytes took a look at his source code & said it looked all good" - by Coren22 (1625475) on Wednesday November 18, 2015

    Mr. Steven Burn of Malwarebytes

    "yes I've seen the code & yes it is safe." FROM http://forum.hosts-file.net/vi...

    ---

    "we should avoid your crap it looks like malware." - by Coren22 (1625475) on Monday November 02, 2015 @03:52PM (#50850445)

    60++ reputable sources say different:

    64-bit model https://www.virustotal.com/en/...

    +

    32-bit model https://www.virustotal.com/en/...

    &

    Installer-> http://f.virscan.org/APKHostsF...

    MalwareBytes' hpHosts Admin (MalwareBytes employee) hosts & recommends it -> http://hosts-file.net/?s=Downl...

    ---

    "MiTM... his software provides" - by Coren22 (1625475) on Wednesday November 18, 2015

    Hardcoded favs users provide = REVERSE DNS verified & my ware filters 5,500++ false positives - security site hosts data = false positives filtered.

    ---

    "Apk doesn't think DNS servers are worth running & believes Microsoft Active Directory can run w/out DNS." - by Coren22 (1625475) on Tuesday October 27, 2015

    Show us where I say it? Not illogic logic but where I say it. I say AD needs internal DNS far back as 2007

    http://forums.tweaktown.com/wi...

    See "To warn users who have ActiveDirectory/AD LAN-WAN setups to NOT use external DNS servers" there.

    APK

    P.S.=>

    "modding you down for trolling in your signature" - by Dog-Cow (21281) on Wednesday November 25, 2015

    Dog-Cow's (old acc't. no new sockpuppet from you) thoughts of your signatures about me

    ... apk