Category Archives: Math

Dimensional Coordinates

you are hereThe maps you find in some buildings and malls have a little marker flag that says, “You are here!” The marker connects the physical reality of where you are standing at that moment with a specific point on a little flat map.

Your GPS device provides your current location in terms of longitude and latitude. Those numbers link your physical location with a specific point on any globe or map of the Earth.

But to fully represent our location, longitude and latitude are not quite enough. (We might be high overhead in a hot air balloon!) To fully represent our position, we need a little more ‘tude, but in this case that’s altitude, not attitude.

We need three (and only three) coordinates to completely represent our location in space. This post is about why.

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Sideband #43: Chaos!

Sideband ElectrodeIt seems fitting to take this opportunity to write a Sideband post the way I had originally intended when I began them. That intent goes back to the beginning; the first Sideband post was my second post here. For better or worse, the original intent didn’t last long.

In fact, it’s hard to see much difference between the Sideband posts and the other posts. That probably reflects a lack of focus on the main topics. Sidebands were intended for stuff that was off topic. But I’ve been so all over the map on topic that at least one blogger asked if I had a short attention span. [insert here one of the short attention span jokes you've heard before]

That’s not going to change. I’m eclectic; so is my blog. Sidebands will evolve. For now, here’s a Sideband on yesterday’s post, just like Blogger originally intended.

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Infinity is Funny

You probably have some idea of what infinity means. Something that is infinite goes on forever. But it might surprise you to know that there are different kinds of infinity, and some are bigger than others!

As a simple example, a small circle is infinite in the sense that you can loop around and around the circle forever. At the same time, your entire path along the circle is bounded in the small area of the circle. Compare that to the straight line that extends to infinity. If you  travel that line, you follow a path that goes forever in some direction.

What if we draw a larger circle outside the small circle. If there are an infinite number of points on the small circle and an infinite number of points on the large circle, does the larger circle have the same number of points as the small one? [The answer is yes.]

To understand all this, we have to first talk about bit about numbers.

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A Golden Date

I suppose a “golden” date could refer to a really good time out with the perfect someone. Or it could refer to a couple of hot oldsters, past their silver years, tearing up the town. And I suppose the oldsters could double the value of their gold by being with that perfect someone. It doesn’t matter; I mean neither perfect occasions nor advanced years. I speak, literally, of the date.

It’s 11-11-11, and that’s slightly fun and slightly rare. It’s a bit like your Golden Birthday, when your age matches the date (for example, when you turn 19 on the 19th of whatever month). Today we match on the date, month and year; trifecta gold! And of course, double bonus points just before lunch at 11:11:11!!

[By the way, (BTW: remind me about "by the way"), speaking of "oldsters," number me among those who find such phrases as "67 years young" … at best too silly to utter, if not in fact insultingly stupid. I passed the half-century mark in the last decade, so I am at least beginning to have some say in these matters.]

Anyway, today’s date is slightly fun in a numerical sense. We only get twelve triple-matches every 100 years, and we’re nearing the end of our twelve for the next 100.  This is, as its numbers imply, the eleventh this century. We’re just about done with golden dates for the 2000′s—no more until the 2100′s. Next year will be the last one for until nearly 100 years.

These magical dates only blossom, one per year, in the first part of any given century. Back, 100  years ago, in the early 1900s, the equivalent of today was 11-11-1911. In 100 years, someone will be noting that it’s 11-11-2111 (which has an extra “1″!).

We began this era’s progression ten years ago, in the true and proper first year of the millennium, 2001,  on the first month of the first (true and proper) year, and, in fact, on the very first day of the first month of the first (true and proper) year. Specifically: on 01-01-01. After that they came a month later each year until this year the golden date is in November. Our last one this century takes place on December 12th next  year (12 minutes past noon).

Today’s date is also fun, because it’s binary! So was a golden date from last year: 10-10-10. These two are the only others except for the one already mentioned above, the first one of any century: 1-1-1. And that’s it on binary dates!

I while back I mentioned some of my favorite CS jokes, probably my most favorite of which is the one about there being 10 kinds of people: those who can count in binary and those who can’t. (A joke that’s funny only to the people the joke is actually about.)

The most excellent xkcd featured a new spin on that joke recently:

If you get an 11/100 on a CS test, but you claim it should be counted as a 'C', they'll probably decide you deserve the upgrade.

xkcd 953

As always, the real punch, or a really funny secondary punchline, is in the image’s hover text. In this case it reads, “If you get an 11/100 on a CS test, but you claim it should be counted as a ‘C’, they’ll probably decide you deserve the upgrade.

And I confess, I didn’t fully get it until I was explaining it to someone else. I was thinking the  test score, 11/100, was intended to be a binary score. It wasn’t… the student actually got eleven out of 100. And that’s certainly not a ‘C’ grade!


Sideband #40: Chessboard of Rice

I recently mentioned a parable about grains of rice and a chessboard. If you were industrious enough to try your own interweb search for [parable 64 squares grains] you might be ahead of me. Or you may have known the parable already. For the rest of you, here’s the deal.

Stripped of the narrative, it’s about taking a chessboard and placing a single grain of rice in the first square (in some versions, it’s a grain of wheat). In the second square, place two grains of rice—double the amount in the first square. In the third square use double the grains of the second square. For each square on the chessboard, use twice as many grains of rice as used for the previous square.

I’ll come back to the punchline, but I stripped the narrative. Let me redress that matter. I was going to tailor my own from the whole cloth, but I decided to look around to refresh my mind about the pattern and instead found an off-the-rack number that looks just great. It’s recently minted, and it’s called The Power of Compounding. I couldn’t put it better myself, so I didn’t.

If you would like to dig deeper on your own, you can start at the Wikipedia article that discusses it: Wheat and chessboard problem.

Here’s the punchline: if you could pour grains of rice for all 64 squares on the chessboard, you end up pouring a total of 18,446,744,073,709,551,615 grains of rice.

If that number sounds familiar, you may have been reading this blog. That number is 18 exabytes (18 giga-giga-bytes), which I first mentioned writing about loading a lot of movies on a very large disc drive. Specifically, that is the number of unique addresses you get with 64 bits: 18 exabytes.

Actually that is one less than the number I mentioned. That number ended with 616; the number above ends with 615. The difference is that here we’re not counting the empty chessboard with no grains of rice. In previous talk about 64 bits, all 64 bits being off (all chessboard squares empty) is the number zero, which I’ve also mentioned before. The parable skips the empty chessboard and starts with one square, one grain of rice.

We can think of the chessboard as a binary number. Each chessboard square is one bit. The amount of rice that is poured for a square (twice the amount used for the previous square) is the value of that bit. Each added bit is worth twice as much rice as the bit before it.

As the parable mentions, at first the doubling doesn’t seem to amount to much: 1, 2, 4, 8, 16, 32, 64, 128… At eight squares, even after doubling seven times, we’ve just broken 100. We can pause here to note that the total amount of rice poured is 1 + 2 + 4 + 8 + 16 + 32 + 64 + 128 = 255. That is the sum of the bit values.

Let me draw the connection to binary numbers more clearly. If a square has rice poured on it, that bit is “on” (is set to “1″). If there is no rice for a square, that bit is “off” (is set to “0″). In the parable the squares are set progressively. No square is ever reset to off once filled. From a binary number point of view, it progresses like this: 1, 11, 111, 1111, 11111, 111111, 1111111, 11111111. The last one represents eight squares filled with grain, each one holding twice as much as the one before.

If we imagined sweeping away the rice from the middle four squares and leaving the rice in the two end squares on each side, we’d have 1 + 2 + 64 + 128 = 195 grains of rice. The binary number represented by the squares now is 11000011. (I haven’t said anything about which way is which on the bit strings. For now it doesn’t matter.)

As the parable also mentions, after a while the doubling becomes serious. 16 thousand, 32 thousand, 64 thousand, 128 thousand, 256 thousand. Wait, that’s a quarter million, and we’re only 18 squares in! By 25 squares we hit 33 million; at 30 squares we cross the billion mark. At 40 squares we reach trillion (million million), and at 50 squares we’re over 1000 times beyond that. By 60 squares, we’ve got over 1 billion billion grains of rice, and we reach the final count four squares later: 18,446,744,073,709,551,615 grains of rice.

The interweb returns varying numbers for “how many grains of rice in a pound.” The number goes as low as 16,000 to as high as 29,000. One source measured it at 22,680.  Short grain rice would have a higher number of grains per pound; maybe as much as three or four times.

Let’s assume 30,000 grains of rice in a pound and see what we have on the chessboard.

Well, that’s 307,445,734,561 tons of rice. The Empire State Building weighs in around 370,000 tons, so there’s almost 1,000,000 times as much rice.

One million Empire State Buildings worth of rice.


Sideband #28: 2 ^ 64, ‘K!

I’d planned to do this later, probably for Sideband #64, but in honor of my parents 64th wedding anniversary (2 parents, 64 years, okay!) this numerical rumination gets queue-bumped to now.

Just recently I wrote about 64-bit numbers and how 64 bits allows you to count to the (small, compared to where we’re going) number:

264 = 18,446,744,073,709,551,616

That’s 18 exabytes (or 18 giga-gigabyes). Just to put it into perspective, if we were counting seconds, it amounts to 584,942,417,355 years; more than 500 billion years! (That’s the American, short-scale billion.)

Now the number, 64, is a significant one to computer programmers. For one thing, it’s 8×8, a full chessboard. Among programmers, the numbers 2, 8, 64, 256  and 1024 may be the most significant, although all powers of two have some significance.

The number 2, of course, is central to computer programming. A bit–the fundamental information unit–has two values: zero and one. (Hence my second-favorite bumper sticker regarding computer science: Calm down! It’s just ones and zeros!) Everything is based on this, which is why powers of two have the significance they do.

The number 8 is also central to computing in that it’s (by far) the most common grouping of bits. The well known computer word, “byte,” by default means eight bits. (And it does get its name from being a “bite” of  data. The half-sized package of four bits, a half-bite of data, is known as a nybble.) In fact, the history of computing contains six-bit bytes and nine-bit bytes, so the term “octet” is used to remove ambiguity. But these days, byte pretty much means eight.

Eight bits allows you to count up to 256, which is why it’s a significant number in computing. But these days 256 isn’t as useful as it used to be. In the early (American) days, 256 was more than enough codes to represent all the letters (both upper- and lower-case), all ten digits, all the punctuation symbols and plenty left over for control codes and drawing symbols. There was even room for some non-American characters, such as ñ and ö and Ω.

28 = 256; 82 = 64

Two to the power of eight is 256; eight to the power of two is 64. And 64 is the number of squares on a chessboard. It is also the number of bits used as a single package of data in many computers. (A 64-bit package is 8 8-bit bytes.)

And as mentioned above, a 64-bit number counts a good deal higher than an 8-bit number.  If you’re interested in the progression, it goes like this:

one byte (eight bits): 28 = 256
two bytes (16 bits): 216 = 65,536  (“64 K”)
four bytes (32 bits): 232 = 4,294,967,296
eight bytes (64 bits): 264 = 18,446,744,073,709,551,616

(Programmers tend to double things, which is why the powers go from 8 to 16 to 32 to 64.)

Which at least brings us to the point of this post! Two to the power of 64 counts to a rather big number, but it’s a number that has a name: 18+ exabytes. What if you had 64 K (65,536) bits?  How high would that count? First, here’s a  handful of ways to notate it:

2 ^ 64K
= 2 ^ (2 ^ 16)
= 2 ^ (2 ^ (2 ^ 4))
= 2 ^ (2 ^ (2 ^ (2 ^ 2)))

And here it is written out (ready?):

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1387317749020024955273873458595640516083058305377073253397155262
0444705429573538361113677523169972740292941674204423248113875075
6313190782721888640533746942138421699288629404796353051505607881
2636620649723125757901959887304119562622734372890051656111109411
1745277965482790471250581999077498063821559376885546498822938985
4082913251290764783863224947810167534916934892881042030156102833
8614382737816094634133538357834076531432141715065587754782025245
4780657301342277470616744241968952613164274104695474621483756288
2997718041867850845469656191509086958742511844358373065909514609
8045124740941137389992782249298336779601101538709612974970556630
1637307202750734759922943792393824427421186158236161317886392553
0951171884212985083072382597291441422515794038830113590833316518
5823496722125962181250705811375949552502274727467436988713192667
0769299199084467161228738858457584622726573330753735572823951616
9641751986750126817454293237382941438248143771398619067166575729
4580780482055951188168718807521297183263644215533678775127476694
0790117057509819575084563565217389544179875074523854455200133572
0333323798950743939053129182122552598337909094636302021853538488
5482506289771561696386071238277172562131346054940177041358173193
1763370136332252819127547191443450920711848838366818174263342949
6118700915030491653394647637177664391207983474946273978221715020
9067019030246976215127852195614207080646163137323651785397629209
2025500288962012970141379640038055734949269073535145961208674796
5477336929587736286356601437679640384307968641385634478013282612
8458918489852804804884418082163942397401436290348166545811445436
6460032490618763039502356402044530748210241366895196644221339200
7574791286838051751506346625693919377402835120756662608298904918
7728783385217852279204577184696585527879044756219266399200840930
2075673925363735628390829817577902153202106409617373283598494066
6521411981838108845154597728951645721318977979074919410131483685
4463961690460703010759681893374121757598816512700076126278916951
0406315857637534787420070222051070891257612361658026806815858499
8526314658780866168007332646768302063916972030648944056281954061
9068524200305346315662189132730906968735318164109451428803660599
5220248248886711554429104721929134248346438705368508648749099178
8126705656653871910497218200423714927401644609434598453925367061
3221061653308566202118896823400575267548610147699368873820958455
2211571923479686888160853631615862880150395949418529489227074410
8282071693033878180849362040182552222710109856534448172074707560
1924591559943107294957819787859057894005254012286751714251118435
6437184053563024181225473266093302710397968091064939272722683035
4104676325913552796838377050198552346212228584105571199217317179
6980433931770775075562705604783177984444763756025463703336924711
4220815519973691371975163241302748712199863404548248524570118553
3426752647159783107312456634298052214554941562527240289153333543
4934121786203700726031527987077187249123449447714790952073476138
5425485311552773301030342476835865496093722324007154518129732692
0810584240905577256458036814622344931897081388971432998313476177
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1788605648937698167341590259251946118236429456526693722031555047
0021359884629275801252771542201662995486313032491231102962792372
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1493923500525845146706982628548257883267398735220457228239290207
1448222198855871028969919358730742778151597576207640239512438602
0203259659625021257834995771008562638611823381331850901468657706
4010676278617583772772895892746039403930337271873850536912957126
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2411111273013571971813816025831785069322440079986566353715440884
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0904410150516321749681412100765719177483767355751000733616922386
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4326173832235624376017767993627960993689751913949650333585071554
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7048290598906964519364400185971204257230073164100099169875242603
7736217776343062161674488493081092990100951797454156425120482208
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2140462422233491535595168908162884879899882736304453724321742802
1575577796702166631704796972817248339284101564227450727177926939
9929740308072770395013581545142494049026536105825409373114653104
9433824843797186069372144446008267980024712294894057618538922034
2560830269705287662137737359439422411470707407290272546130735854
1745691419446487624357682397065703184168467540733466346293673983
6200040414007140542776324801327422026853936988697876070095900486
8465062677136307097982100655728510130660101078063374334477307347
8653881742681230743766066643312775356466578603715192922768440458
2732832438082128412187761320424604649008010547314267492608269221
5563740548624171703102791999694264562095561981645454766204502241
1449404749349832206807191352767986747813458203859570413466177937
2285349400316315995440936840895725334387029867178297703733328068
0176463950209002394193149911500910527682111951099906316615031158
5582835582607179410052528583611369961303442790173811787412061288
1820620232638498615156564512300477929675636183457681050433417695
4306753804111392855379252924134733948105053202570872818630729115
8911335942014761872664291564036371927602306283840650425441742335
4645499870553187268879264241021473636986254637471597443549434438
9973005174252511087735788639094681209667342815258591992485764048
8055071329814299359911463239919113959926752576359007446572810191
8058418073422277347213977232182317717169164001088261125490933611
8678057572239101818616854910850088527227437421208652485237245624
8697662245384819298671129452945515497030585919307198497105414181
6369689761311267440270096486675459345670599369954645005589216280
4797636568613331656390739570327203438917541526750091501119885687
2708848195531676931681272892143031376818016445477367518353497857
9242764633541624336011259602521095016122641103460834656482355979
3427405686884922445874549377675212032470380303549115754483129527
5891939893680876327685438769557694881422844311998595700727521393
1768378317703391304230609589991373146845690104220951619670705064
2025673387344611565527617599272715187766001023894476053978951694
5708802728736225121076224091810066700883474737605156285533943565
8437562712412444576516630640859395079475509204639322452025354636
3444479175566172596218719927918657549085785295001284022903506151
4937310107009446151011613712423761426722541732055959202782129325
7259471464172249773213163818453265552796042705418714962365852524
5864893325414506264233788565146467060429856478196846159366328895
4299780722542264790400616019751975007460545150060291806638271497
0161109879513366337713784344161940531214452918551801365755586676
1501937302969193207612000925506508158327550849934076879725236998
7023567931026804136745718956641431852679054717169962990363015545
6450900448027890557019683283136307189976991531666792089587685722
9060091547291963638167359667395997571032601557192023734858052112
8117458610065152598883843114511894880552129145775699146577530041
3847171245779650481758563950728953375397558220877775060723394455
87895905719156736

Now that’s a big number!


Sideband #25: 64-Bit Address

A long, long time ago on a USENET far, far away, I was part of a debate that started with the idea that, even if we had disk drives with 64-bit addressing, people would still fill them up with videos, images and whatnot. The idea grew from some of us old-timers reminiscing about our first brick-sized 5-meg hard drive and how we thought, “Gee, I’ll never fill that up!” (And look how that turned out; I have single image files that wouldn’t fit on that drive!)

The premise was that, even with seriously gigantic hard drives, we’d still manage to fill them and need more, more, more. And a couple of my computers with many hundreds of spinning gigabytes are showing much less free space than not. On the other hand, hard drives currently are in the terabyte range, which seems very spacious (I haven’t come close to filling mine). Plus there is cloud computing, which removes the burden of storing your own data, and there’s the idea of streaming video and music rather than owning it. This all appears to, perhaps, put an end to the tendency to fill the available space. Or even need much of it.

So it may be moot now, but a dozen years ago it was a debatable point (this was USENET; everything was a debatable point) that even a drive with 64-bit addressing might end up being not enough. We’ll leave off the detail that disk space is never actually addressed at the byte level, but at the sector or cluster level, so the available bytes are actually quite a bit more than the address space suggests. It turns out to be a detail of no significance.

Given the see-saw history of storage filling and capacity growth, it did seem possible. Until one really looks at the numbers. (In fact, I wrote my own arbitrary-precision calculator decades ago for the very purpose of exploring such topics.)

With 64 bits, you can count to 18,446,744,073,709,551,616. The size of that number alone should give you pause. It’s beyond terabyte, beyond petabyte, it’s 18+ exabytes! And while large data storage organizations might need that kind of storage, it seems rather a great amount for any individual.

Still, five megabytes seemed pretty big once, and each jump in storage seemed to offer an all but unfillable wealth of space, but each time we did find ourselves wanting more, more, more. So it’s possible that 18 exabytes might somehow be too much for an individual user with a passion for owning movies.  Let’s run some numbers.

I started by considering a very long movie: Gone with the Wind. It runs 238 minutes; nearly four hours. (This was before Lord of the Rings or other long epics came out.) I bumped that up to just over 4.5 hours to give me a nice round 16K seconds per movie. I assumed a frame was 8K pixels by 4K pixels (which at the time seemed ultra-high fidelity). I also assumed 32-bit color, 60 frames per second and eight-channel, 24-bit audio with a 96 kHz sample frequency.

This gave me 131,979,144,069,120 (uncompressed) bytes per very long movie. That’s nearly 132 terabytes for a single movie. You might think you could fill up an 18-exabyte disk pretty easily at that rate.

You’d be wrong.

It would take 139,770 movies that size to fill your disk. And they would take you over 600,000 hours (72.6+ years!) to view. And that’s assuming you could watch 24 hours per day, every day of those 70-some years.

I suppose you could fill such a disk (at least in theory), but what would be the point? For that matter, can you even imagine over 100,000 movies you’d want to see? (Forget the 100,000… can you imagine the 39,770??)

And there is the matter of exactly how you would fill it up. Downloading the data would be a bit of a problem. Assuming a 1-gigabit internet connection (125 megabytes) running full-out, each (uncompressed) 132-terabyte movie takes over 12 (24-hour) days. (If that seems improbable, keep in mind the movie we’re considering streams at a rate of 8 gigabytes per second. Stuff that down your Netflix streaming connection!)

Bottom line: filling your disk with the 139,770 movies would take 4,671 years!

Which all tells you something about the bit rate of real world information as well as the degree of data compression involved in our media.


Sideband #13: The Number 42

Nearly all science fiction fans share a meme about the number 42. This meme comes from the Douglas Adams book, The Hitchhiker’s Guide to the Galaxy, one of the great “modern classics” (an apparent oxymoron, but it is just shorthand for ‘a recent work that is so good that someday it will be counted among the classics’). The book is the first in the “increasingly misnamed” trilogy that shares its name.

The trilogy is “increasingly misnamed” in that it now has five books. The joke is that, in science fiction, trilogies are as common as aliens, spaceships and time travel. In fact, depending on the context, there are a two trilogies that have earned the sobriquet, “The Trilogy.” (Issac Asimov‘s Foundation series in the context of pure SF; and, of course, J.R.R. Tolkien‘s Lord of the Rings books in the context of SF + fantasy.)

In any event, the number, 42, is the answer to the question.

Continue reading


Sideband #10: A Full Hand

Sidebands are 10; a full hand; a (very small) odometer moment.

The accident of genetics and evolution that gives us ten fingers (and ten toes) causes us to count in tens and celebrate things that occur on tens boundaries. Turning 30, 40 or 50 years of age is viewed as cause to bring out the black balloons and mocking birthday cards. Yet celebrating 30, 40, 50 or 60 years of marriage is increasingly cause to celebrate (especially these divorce-prone days).

Despite the (admittedly very pedantic) fact that the new millennium actually began in 2001—the first year of the new epoch—most people celebrated the odometer change from 1999 to 2000. (In our IT department we had to deal with the Y-to-K issue. We spent a huge amount of time going through all corporate documentation and changing all those “Y”s to “K”s.  It was never clear why that was so important, but we got it done and just in time for the party.)

The baseball world was all agog this past week, because New York Yankee Derek Jeter got his 3000th hit (and he did it with a home run, a feat only ever equaled by Wade Boggs back in 1999—the last year of the previous millennium). Seems like getting 2999 (or 3001) hits is a pretty big deal, but 3000 is a record book entry.

In particular, we revere the major odometer numbers—the ones with all zeros (except for the “1″ on the very left): 10; 100; 1000; 10,000; 100,000; 1,000,000; etc. There is, perhaps, an instinctive reason for this. These numbers represent the digit positions themselves and are the basis of how we naturally represent numbers.

And they progress upon themselves:

  • 100 = (10 x 10)
  • 1000 = (10 x 10 x 10)
  • 10,000 = (10 x 10 x 10 x 10)
  • (and so forth)

As we’ll explore some other time, they can also be represented like this:

  • 10 = 101
  • 100 = 102
  • 1000 = 103
  • 10,000 = 104
  • (and so forth)

But for now, Sidebands are 10.  Happy 1oth!


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