The mathematics of love | Hannah Fry

1,303,474 views ・ 2015-02-13

TED


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Translator: Pei Fang Ng Reviewer: Sam HK
00:12
Today I want to talk to you about the mathematics of love.
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Hari ini, saya akan bercakap tentang cinta dari sudut matematik.
Rasanya kita semua bersetuju
00:17
Now, I think that we can all agree
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00:18
that mathematicians are famously excellent at finding love.
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bahawa ahli matematik pandai mencari kekasih.
00:22
(Laughter)
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(Gelak ketawa)
00:23
But it's not just because of our dashing personalities,
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Tapi, ia bukannya sekadar kerana kami ada personaliti yang menarik,
00:26
superior conversational skills and excellent pencil cases.
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kemahiran berkomunikasi yang baik,
dan kotak pensel yang hebat,
(Gelak ketawa)
Ia juga kerana kami telah meninjau dari sudut matematik
00:32
It's also because we've actually done an awful lot of work into the maths
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00:35
of how to find the perfect partner.
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cara untuk mencari pasangan yang sesuai.
Dalam artikel kegemaran saya,
00:38
Now, in my favorite paper on the subject, which is entitled,
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iaitu artikel Matematik yang bertajuk
"Mengapa saya tidak ada teman wanita", (Gelak ketawa)
00:42
"Why I Don't Have a Girlfriend" --
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00:43
(Laughter)
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00:45
Peter Backus tries to rate his chances of finding love.
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Peter Backus cuba menilai peluangnya untuk menemui seorang kekasih.
Peter bukannya seorang lelaki yang tamak.
00:49
Now, Peter's not a very greedy man.
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00:51
Of all of the available women in the UK,
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Antara semua perempuan di U.K.,
00:53
all Peter's looking for is somebody who lives near him,
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Peter mencari seseorang yang tinggal berdekatan dengan rumahnya,
seseorang yang sesuai dari segi usia,
00:57
somebody in the right age range,
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00:58
somebody with a university degree,
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seseorang yang ada kelulusan universiti,
01:01
somebody he's likely to get on well with,
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seseorang yang dapat bergaul secara baik dengannya,
01:03
somebody who's likely to be attractive,
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seseorang yang menawan,
01:05
somebody who's likely to find him attractive.
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seseorang yang mendapati dia menawan.
01:08
(Laughter)
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(Gelak ketawa)
Anggarannya, terdapat 26 perempuan di U.K. yang sesuai dengannya.
01:11
And comes up with an estimate of 26 women in the whole of the UK.
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01:16
(Laughter)
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01:17
It's not looking very good, is it Peter?
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Ia tak kelihatan baik, betul, Peter?
01:19
Now, just to put that into perspective,
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Mari kita menilainya,
01:21
that's about 400 times fewer than the best estimates
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ia 400 kali ganda lebih kurang berbanding
anggaran jumlah makhluk asing yang wujud.
01:24
of how many intelligent extraterrestrial life forms there are.
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01:28
And it also gives Peter a 1 in 285,000 chance
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Bagi Peter, Peluangnya ialah 1 dalam 285,000
01:33
of bumping into any one of these special ladies
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untuk bertemu salah seorang wanita tersebut pada suatu malam.
01:35
on a given night out.
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01:37
I'd like to think that's why mathematicians
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Rasanya itulah sebabnya ahli matematik tak suka keluar pada waktu malam.
01:39
don't really bother going on nights out anymore.
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Saya tak bersetuju dengan pandangan yang pesimistik ini,
01:43
The thing is that I personally don't subscribe
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01:45
to such a pessimistic view.
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kerana saya tahu, anda semua pun tahu,
01:47
Because I know, just as well as all of you do,
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01:49
that love doesn't really work like that.
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bahawa itu bukannya cinta.
01:52
Human emotion isn't neatly ordered and rational and easily predictable.
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Perasaan manusia bukannya terkawal dan mudah diramal.
01:57
But I also know that that doesn't mean
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Tapi, saya tahu ia tak bermakna
01:59
that mathematics hasn't got something that it can offer us,
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bahawa matematik tak dapat membantu kita
02:02
because, love, as with most of life, is full of patterns
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kerana cinta, seperti pelbagai hidupan, juga mempunyai polanya,
02:06
and mathematics is, ultimately, all about the study of patterns.
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Pada asasnya, ilmu matematik digunakan untuk mengkaji pola,
02:11
Patterns from predicting the weather to the fluctuations in the stock market,
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contohnya ramalan cuaca, turun naik harga saham,
02:15
to the movement of the planets or the growth of cities.
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pergerakan planet, atau perkembangan bandar.
02:18
And if we're being honest, none of those things
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Kita tahu, semua itu bukannya terkawal dan mudah diramal.
02:20
are exactly neatly ordered and easily predictable, either.
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02:24
Because I believe that mathematics is so powerful that it has the potential
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Saya percaya bahawa matematik sangat berguna,
dan ia berpontensi memberi kita perspektif yang baru,
02:30
to offer us a new way of looking at almost anything.
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02:33
Even something as mysterious as love.
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walaupun ia melibatkan sesuatu yang penuh misteri seperti cinta.
02:36
And so, to try to persuade you
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Jadi, untuk menunjukkan kepada anda
02:38
of how totally amazing, excellent and relevant mathematics is,
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bahawa matematik amat mengagumkan, hebat, dan berguna kepada kita,
02:43
I want to give you my top three mathematically verifiable tips for love.
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saya akan tunjukkan 3 petua untuk cinta yang telah disahkan dari segi matematik.
02:50
(Laughter)
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Baiklah, Petua #1:
02:52
OK, so Top Tip #1:
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Cara untuk mencari kekasih dalam laman janji temu.
02:54
How to win at online dating.
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02:58
So my favorite online dating website is OkCupid,
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OkCupid ialah laman janji temu kegemaran saya.
03:01
not least because it was started by a group of mathematicians.
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Ia dimulakan oleh sekumpulan ahli matematik.
03:05
Now, because they're mathematicians,
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Ahli-ahli matematik ini telah mengumpulkan data
03:07
they have been collecting data
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03:08
on everybody who uses their site for almost a decade.
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pengguna laman web itu selama sepuluh tahun.
Mereka cuba mencari pola-pola pengguna memperkenalkan dirinya
03:12
And they've been trying to search for patterns
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03:14
in the way that we talk about ourselves
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03:16
and the way that we interact with each other
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dan cara mereka berinteraksi dalam laman janji temu.
03:18
on an online dating website.
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03:19
And they've come up with some seriously interesting findings.
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Hasil-hasil kajian tersebut sangat menarik.
03:22
But my particular favorite
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Tapi, yang menjadi kegemaran saya,
03:24
is that it turns out that on an online dating website,
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didapati bahawa dalam laman janji temu,
03:27
how attractive you are does not dictate how popular you are,
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daya tarikan anda tidak menggambarkan kepopularan anda.
03:33
and actually, having people think that you're ugly
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Sebenarnya, jika orang lain rasa bahawa anda adalah hodoh,
03:37
can work to your advantage.
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mungkin ia adalah baik bagi anda.
03:39
(Laughter)
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03:40
Let me show you how this works.
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Saya akan menerangkannya.
03:42
In a thankfully voluntary section of OkCupid,
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Dalam sebuah bahagian dalam OkCupid,
03:46
you are allowed to rate how attractive you think people are
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anda boleh menilai daya tarikan pengguna lain
03:49
on a scale between one and five.
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dengan menggunakan skor antara 1 hingga 5.
03:51
Now, if we compare this score, the average score,
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Jika kita membandingkan skor purata ini
03:54
to how many messages a selection of people receive,
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dengan bilangan mesej yang diterima sekumpulan pengguna,
anda akan faham
03:58
you can begin to get a sense
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03:59
of how attractiveness links to popularity on an online dating website.
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perhubungan antara daya tarikan dengan
kepopularan dalam laman janji temu.
Inilah graf yang dihasilkan oleh pihak OkCupid.
04:04
This is the graph the OkCupid guys have come up with.
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04:07
And the important thing to notice is that it's not totally true
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Yang penting di sini, orang yang amat menawan
04:10
that the more attractive you are, the more messages you get.
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tidak semestinya akan menerima mesej yang banyak.
Tapi persoalannya ialah, kenapa pengguna di sini
04:13
But the question arises then of what is it about people up here
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04:17
who are so much more popular than people down here,
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adalah lebih popular daripada pengguna di sini
04:21
even though they have the same score of attractiveness?
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walaupun skor daya tarikan mereka adalah sama?
04:24
And the reason why is that it's not just straightforward looks that are important.
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Sebabnya, rupa tidak begitu penting.
04:28
So let me try to illustrate their findings with an example.
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Saya akan menerangkannya dengan menggunakan satu contoh.
04:31
So if you take someone like Portia de Rossi, for example,
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Ini ialah Portia de Rossi.
04:35
everybody agrees that Portia de Rossi is a very beautiful woman.
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Semua orang bersetuju bahawa Portia de Rossi sangat cantik.
04:39
Nobody thinks that she's ugly, but she's not a supermodel, either.
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Tiada orang rasa dia adalah hodoh, tapi dia bukannya supermodel.
04:43
If you compare Portia de Rossi to someone like Sarah Jessica Parker,
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Jika Portia de Rossi dibandingkan dengan Sarah Jessica Parker,
04:48
now, a lot of people, myself included, I should say,
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ramai orang, termasuk saya,
rasa bahawa Sarah Jessica Parker sangat cantik,
04:52
think that Sarah Jessica Parker is seriously fabulous
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04:56
and possibly one of the most beautiful creatures
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dan mungkin dia merupakan salah seorang manusia
04:58
to have ever have walked on the face of the Earth.
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yang paling cantik di bumi.
05:01
But some other people, i.e., most of the Internet ...
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Tapi orang lain, iaitu kebanyakan pengguna Internet,
(Gelak ketawa)
05:06
(Laughter)
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05:08
seem to think that she looks a bit like a horse.
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rasa bahawa dia nampak seperti kuda.
05:10
(Laughter)
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(Gelak ketawa)
05:13
Now, I think that if you ask people how attractive they thought
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Saya rasa jika orang ramai diminta untuk menilai
05:17
Jessica Parker or Portia de Rossi were,
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Sarah Jessica Parker atau Portia de Rossi
05:19
and you ask them to give them a score between one and five
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dengan menggunakan skor antara 1 hingga 5,
saya rasa kedua-duanya akan mendapat skor yang hampir sama.
05:22
I reckon that they'd average out to have roughly the same score.
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05:25
But the way that people would vote would be very different.
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Tapi, cara orang ramai mengundi adalah sangat berbeza.
Orang ramai akan memberi Portia skor 4
05:28
So Portia's scores would all be clustered around the four
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kerana mereka bersetuju bahawa dia sangat cantik,
05:31
because everybody agrees that she's very beautiful,
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manakala skor yang diterima Sarah Jesica Parker
05:33
whereas Sarah Jessica Parker completely divides opinion.
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adalah berbelah bagi.
05:36
There'd be a huge spread in her scores.
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Sebenarnya, perbezaan inilah yang bermakna.
05:38
And actually it's this spread that counts.
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05:40
It's this spread that makes you more popular
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Perbezaan inilah yang menjadikan anda lebih popular
05:42
on an online Internet dating website.
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dalam laman janji temu.
Jadi, ia bermakna,
05:45
So what that means then
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05:46
is that if some people think that you're attractive,
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jika ada orang rasa bahawa anda adalah menawan,
05:48
you're actually better off
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maka ada juga orang yang rasa
05:50
having some other people think that you're a massive minger.
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bahawa anda tak menawan.
05:55
That's much better than everybody just thinking
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Ia adalah lebih baik daripada semua orang rasa
anda seorang yang comel.
05:58
that you're the cute girl next door.
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06:00
Now, I think this begins to make a bit more sense
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Rasanya ia lebih munasabah
jika anda melihatnya dari sudut pengguna yang menghantar mesej.
06:02
when you think in terms of the people who are sending these messages.
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Katakanlah anda rasa seseorang itu adalah menawan,
06:05
So let's say that you think somebody's attractive,
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tapi anda rasa mungkin orang lain tak berminat padanya.
06:08
but you suspect that other people won't necessarily be that interested.
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Maksudnya, anda tak ada pesaing yang ramai
06:12
That means there's less competition for you
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06:14
and it's an extra incentive for you to get in touch.
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dan anda berpeluang berhubung dengan orang itu.
Bandingkan, jika anda rasa seseorang itu adalah menawan,
06:17
Whereas compare that to if you think somebody is attractive
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tapi anda rasa orang lain pun rasa begitu.
06:20
but you suspect that everybody is going to think they're attractive.
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06:23
Well, why would you bother humiliating yourself, let's be honest?
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Anda tak mahu memalukan diri sendiri, betul?
Berikut ialah bahagian yang sangat menarik.
06:27
But here's where the really interesting part comes.
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Bila pengguna memilih gambar yang akan terpapar dalam laman janji temu,
06:29
Because when people choose the pictures that they use on an online dating website,
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06:33
they often try to minimize the things
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selalunya mereka cuba mengelakkan
06:35
that they think some people will find unattractive.
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bahagian yang mereka rasa akan kelihatan hodoh bagi orang lain.
Contoh yang klasik, orang yang gemuk
06:39
The classic example is people who are, perhaps, a little bit overweight
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06:43
deliberately choosing a very cropped photo,
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akan memilih gambar yang telah diubah suai,
06:45
(Laughter)
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atau contohnya, orang yang botak
06:47
or bald men, for example,
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06:48
deliberately choosing pictures where they're wearing hats.
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akan memilih gambar yang menunjukkannya memakai topi.
06:51
But actually this is the opposite of what you should do
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Tapi, anda tak patut membuat begitu jika anda mahu berjaya.
06:54
if you want to be successful.
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06:55
You should really, instead,
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Anda sepatutnya menggunakan sesuatu yang menjadikan anda berbeza,
06:57
play up to whatever it is that makes you different,
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07:00
even if you think that some people will find it unattractive.
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walaupun mungkin orang lain akan rasa ia adalah hodoh.
07:04
Because the people who fancy you are just going to fancy you anyway,
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Sebab, orang yang sukakan anda tak kisahkan semua itu.
07:07
and the unimportant losers who don't, well, they only play up to your advantage.
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Orang yang tak sukakan anda pula boleh membantu anda.
Baiklah, Petua #2: Cara untuk memilih pasangan yang sesuai.
07:12
OK, Top Tip #2: How to pick the perfect partner.
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07:14
So let's imagine then that you're a roaring success
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Katakanlah anda sangat popular dalam laman janji temu.
07:17
on the dating scene.
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07:19
But the question arises of how do you then convert that success
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Tapi, bagaimana anda berubah daripada menjadi popular
07:23
into longer-term happiness,
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kepada menikmati kebahagian jangka panjang, iaitu
07:26
and in particular, how do you decide when is the right time to settle down?
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bagaimana anda tahu sudah tiba masanya untuk berkahwin?
Biasanya, pengguna dinasihatkan
07:31
Now generally, it's not advisable to just cash in
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jangan berkahwin dengan orang pertama yang muncul
07:34
and marry the first person who comes along and shows you any interest at all.
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dan menunjukkan minat pada anda.
07:38
But, equally, you don't really want to leave it too long
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Tapi, anda juga tak mahu menunggu terlalu lama
07:41
if you want to maximize your chance of long-term happiness.
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jika anda mahu memperoleh kebahagian jangka panjang.
07:44
As my favorite author, Jane Austen, puts it,
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Seperti yang ditulis penulis kegemaran saya, Jane Austen,
07:47
"An unmarried woman of seven and twenty
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"Perempuan bujang yang berusia 7 dan 20 tahun
07:50
can never hope to feel or inspire affection again."
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tidak lagi dapat merasai atau mencetuskan rasa kasih sayang."
07:53
(Laughter)
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(Gelak ketawa)
Terima kasih, Jane. Apa yang awak tahu tentang cinta?
07:56
Thanks a lot, Jane.
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07:57
What do you know about love?
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07:58
(Laughter)
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07:59
So the question is then,
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Jadi, persoalannya ialah,
08:01
how do you know when is the right time to settle down,
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bagaimana anda tahu sudah tiba masanya untuk berkahwin
bila terdapatnya ramai orang yang boleh dipilih?
08:04
given all the people that you can date in your lifetime?
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Syukurlah, terdapat sebuah teori matematik yang boleh digunakan
08:07
Thankfully, there's a rather delicious bit of mathematics that we can use
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08:10
to help us out here, called optimal stopping theory.
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untuk membantu kita, iaitu teori pemberhentian optimum.
Jadi, bayangkan,
08:13
So let's imagine, then,
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anda mula berdating semasa anda berusia 15 tahun.
08:15
that you start dating when you're 15
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08:17
and ideally, you'd like to be married by the time that you're 35.
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Secara ideal, anda mahu berkahwin semasa anda berusia 35 tahun.
Terdapat sebilangan orang
08:21
And there's a number of people
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yang anda boleh keluar bersama sepanjang hidup anda
08:23
that you could potentially date across your lifetime,
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dan kualiti mereka adalah berbeza-beza.
08:25
and they'll be at varying levels of goodness.
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Peraturannya, setelah anda berkahwin,
08:27
Now the rules are that once you cash in and get married,
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anda tak boleh mencari calon lain yang berpotensi dikahwini.
08:30
you can't look ahead to see what you could have had,
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08:32
and equally, you can't go back and change your mind.
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Anda juga tak boleh mencari bekas kekasih dan bercerai.
08:35
In my experience at least,
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Berdasarkan pengalaman saya,
08:37
I find that typically people don't much like being recalled
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seseorang itu tak suka berjumpa bekas kekasihnya
08:39
years after being passed up for somebody else, or that's just me.
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setelah mereka berpisah disebabkan orang lain.
Mungkin itu cuma saya.
08:45
So the math says then that what you should do
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Jadi, matematik menunjukkan apa yang anda patut buat
08:48
in the first 37 percent of your dating window,
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pada 37% pertama dalam masa berdating anda,
08:51
you should just reject everybody as serious marriage potential.
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anda patut menolak setiap orang yang berpotensi berkahwin dengan anda.
08:55
(Laughter)
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(Gelak ketawa)
08:57
And then, you should pick the next person that comes along
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Kemudian, anda patut memilih orang seterusnya yang anda temui
09:01
that is better than everybody that you've seen before.
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kerana dia adalah lebih baik berbanding yang lain.
09:04
So here's the example.
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Inilah contohnya.
09:05
Now if you do this, it can be mathematically proven, in fact,
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Jika anda berbuat demikian,
sebenarnya ia boleh dibuktikan dari segi matematik bahawa inilah cara terbaik
09:08
that this is the best possible way
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09:10
of maximizing your chances of finding the perfect partner.
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untuk memaksimumkan peluang anda menemui pasangan yang sesuai.
09:15
Now unfortunately, I have to tell you that this method does come with some risks.
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Malangnya, saya perlu beritahu anda bahawa cara ini mempunyai risikonya.
09:20
For instance, imagine if your perfect partner appeared
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Sebagai contoh, bayangkan jika pasangan yang sesuai itu ditemui
09:25
during your first 37 percent.
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dalam 37% yang pertama.
Malangnya, anda perlu menolaknya.
09:28
Now, unfortunately, you'd have to reject them.
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09:30
(Laughter)
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(Gelak ketawa)
Jika anda percayakan kiraan matematik,
09:34
Now, if you're following the maths,
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dan jika anda tidak menemui orang yang lebih baik daripada yang lain,
09:36
I'm afraid no one else comes along
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09:37
that's better than anyone you've seen before,
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maka anda terpaksa menolak sesiapa pun
09:40
so you have to go on rejecting everyone and die alone.
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dan mati bersendirian.
(Gelak ketawa)
09:44
(Laughter)
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09:46
Probably surrounded by cats ...
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Mungkin anda akan dikelilingi kucing
09:48
(Laughter)
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yang menggigit-gigit mayat anda.
09:49
nibbling at your remains.
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09:51
OK, another risk is, let's imagine, instead,
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Baiklah, risiko yang kedua, bayangkan,
09:55
that the first people that you dated in your first 37 percent
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orang pertama yang anda temui dalam 37% yang pertama
09:58
are just incredibly dull, boring, terrible people.
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amat membosankan dan teruk.
Tidak mengapa, kerana anda berada dalam fasa menolak.
10:02
That's OK, because you're in your rejection phase,
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Jadi, tidak mengapa, anda boleh menolaknya.
10:05
so that's fine, you can reject them.
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10:06
But then imagine the next person to come along
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Tapi bayangkan, orang seterusnya yang anda temui
10:10
is just marginally less boring, dull and terrible ...
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tidak begitu membosankan dan teruk
10:13
(Laughter)
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10:14
than everybody that you've seen before.
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berbanding orang lain yang anda temui.
10:16
Now, if you are following the maths, I'm afraid you have to marry them ...
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Jika anda percayakan kiraan matematik, maka anda terpaksa berkahwin dengannya
10:20
(Laughter)
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dan menjalani perkahwinan yang tidak bahagia.
10:21
and end up in a relationship which is, frankly, suboptimal.
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10:24
Sorry about that.
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Saya berasa kesal dengannya.
10:25
But I do think that there's an opportunity here for Hallmark to cash in on
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Tapi saya rasa Hallmark boleh memanfaatkannya
dan membuka pasaran ini.
10:29
and really cater for this market.
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10:30
A Valentine's Day card like this.
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Kad Hari Valentine seperti ini. (Gelak ketawa)
10:32
(Laughter)
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10:33
"My darling husband, you are marginally less terrible
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3002
"Suamiku yang dikasihi,
kau taklah begitu teruk berbanding
10:36
than the first 37 percent of people I dated."
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2154
lelaki dalam 37% pertama yang keluar dengan aku."
10:38
(Laughter)
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10:40
It's actually more romantic than I normally manage.
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Sebenarnya, ia lebih romatik daripada apa yang saya usahakan.
10:43
(Laughter)
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10:45
OK, so this method doesn't give you a 100 percent success rate,
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Jadi, cara ini tidak memberikan kadar kejayaan 100%,
10:49
but there's no other possible strategy that can do any better.
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tapi tidak terdapatnya strategi lain yang lebih baik.
10:53
And actually, in the wild, there are certain types of fish
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Sebenarnya, terdapatnya beberapa jenis ikan
10:56
which follow and employ this exact strategy.
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yang mengikut dan menggunakan strategi ini.
10:59
So they reject every possible suitor that turns up
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Ikan-ikan ini menolak pelamar yang berada dalam
11:02
in the first 37 percent of the mating season,
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37% yang pertama semasa musim mengawan,
kemudian ikan-ikan ini memilih ikan seterusnya yang ditemui selepas itu,
11:05
and then they pick the next fish that comes along after that window
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11:08
that's, I don't know, bigger and burlier
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entahlah, mungkin yang lebih besar dan kuat
11:11
than all of the fish that they've seen before.
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berbanding ikan-ikan lain yang ditemui sebelum itu.
11:13
I also think that subconsciously, humans, we do sort of do this anyway.
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Rasanya tanpa disedari, manusia juga berbuat demikian.
11:18
We give ourselves a little bit of time to play the field,
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Kita memberikan masa kepada diri sendiri untuk berseronok,
11:21
get a feel for the marketplace or whatever when we're young.
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meninjau pasaran kita dan sebagainya bila kita masih muda.
11:25
And then we only start looking seriously at potential marriage candidates
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Kita mula mencari secara serius calon yang sesuai dikahwini
11:29
once we hit our mid-to-late 20s.
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bila mencecah usia pertengahan 20-an.
11:31
I think this is conclusive proof, if ever it were needed,
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Rasanya ini ialah bukti yang konklusif,
bahawa otak kita boleh mengira secara semula jadi.
11:35
that everybody's brains are prewired to be just a little bit mathematical.
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11:39
OK, so that was Top Tip #2.
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Baiklah, itulah dia Petua #2.
11:41
Now, Top Tip #3: How to avoid divorce.
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Sekarang, Petua #3: Cara untuk mengelakkan perceraian.
Bayangkan anda telah memilih pasangan yang sesuai,
11:45
OK, so let's imagine then that you picked your perfect partner
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dan anda telah berkahwin dengannya.
11:48
and you're settling into a lifelong relationship with them.
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11:52
Now, I like to think that everybody would ideally like to avoid divorce,
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Secara ideal, saya rasa semua orang mahu mengelakkan perceraian,
11:56
apart from, I don't know, Piers Morgan's wife, maybe?
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melainkan, entahlah, mungkin isteri Piers Morgan?
12:00
(Laughter)
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Tapi, memang menyedihkan, dalam kehidupan moden,
12:02
But it's a sad fact of modern life
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12:04
that one in two marriages in the States ends in divorce,
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1 dalam 2 perkahwinan di Amerika berakhir dengan perceraian,
12:07
with the rest of the world not being far behind.
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negara-negara lain tidak begitu ketinggalan.
12:11
Now, you can be forgiven, perhaps
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Anda boleh dimaafkan
12:13
for thinking that the arguments that precede a marital breakup
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jika anda berfikir bahawa perbalahan yang mencetuskan perceraian
12:17
are not an ideal candidate for mathematical investigation.
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bukannya perkara yang ideal untuk dinilai dari segi matematik.
Sebab, adalah sukar untuk menentukan
12:21
For one thing, it's very hard to know
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apa yang patut dinilai atau dinyatakan kuantitinya.
12:23
what you should be measuring or what you should be quantifying.
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Tapi, ia tidak menghalang ahli psikologi, John Gottman, berbuat demikian.
12:26
But this didn't stop a psychologist, John Gottman, who did exactly that.
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12:32
Gottman observed hundreds of couples having a conversation
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Gottman memerhatikan beratus-ratus pasangan berbual
12:37
and recorded, well, everything you can think of.
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dan merekodkan semua perbualan mereka.
12:40
So he recorded what was said in the conversation,
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2367
Jadi, dia merekodkan apa yang dibualkan,
12:42
he recorded their skin conductivity,
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kekonduksian kulit mereka,
12:44
he recorded their facial expressions,
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2063
air muka mereka,
12:46
their heart rates, their blood pressure,
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1991
kadar denyutan jantung, dan tekanan darah mereka,
12:48
basically everything apart from whether or not the wife was actually always right,
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pada dasarnya semua perkara,
kecuali sama ada kata-kata si isteri adalah sentiasa betul.
Sebenarnya, kata-kata si isteri memang betul.
12:55
which incidentally she totally is.
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12:58
But what Gottman and his team found
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Tapi, apa yang ditemui Gottman dan pasukannya
13:01
was that one of the most important predictors
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3015
ialah salah satu peramal yang amat penting bagi
sama ada pasangan suami isteri akan bercerai,
13:04
for whether or not a couple is going to get divorced
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iaitu sikap yang positif atau negatif dalam perbualan.
13:06
was how positive or negative each partner was being in the conversation.
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4623
13:11
Now, couples that were very low-risk
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Pasangan suami isteri yang ada risiko yang rendah
13:13
scored a lot more positive points on Gottman's scale than negative.
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mendapat lebih banyak skor positif berdasarkan ukuran Gottman.
13:17
Whereas bad relationships,
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Manakala bagi perhubungan yang teruk,
13:20
by which I mean, probably going to get divorced,
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iaitu mereka yang mungkin akan bercerai,
mereka berada dalam keadaan yang negatif.
13:23
they found themselves getting into a spiral of negativity.
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13:27
Now just by using these very simple ideas,
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Dengan menggunakan cara yang mudah ini,
13:29
Gottman and his group were able to predict
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Gottman dan kumpulannya dapat meramal
13:32
whether a given couple was going to get divorced
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sama ada pasangan suami isteri akan bercerai
13:35
with a 90 percent accuracy.
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dan ketepatan ramalan ialah 90%.
Setelah dia bekerjasama dengan seorang ahli matematik, James Murray,
13:38
But it wasn't until he teamed up with a mathematician, James Murray,
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13:41
that they really started to understand
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mereka mula memahami
13:43
what causes these negativity spirals and how they occur.
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apa yang menyebabkan keadaan negatif ini dan bagaimana ia berlaku.
13:47
And the results that they found,
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Saya rasa hasil dapatan mereka amat mudah difahami dan menarik.
13:49
I think, are just incredibly impressively simple and interesting.
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13:53
So these equations predict how the wife or husband is going to respond
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Kedua-dua persamaan ini meramalkan
bagaimana si isteri atau suami akan menjawab
13:58
in their next turn of the conversation,
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dalam perbualan yang seterusnya,
sama ada secara positif atau negatif.
14:00
how positive or negative they're going to be.
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Kedua-dua persamaan ini bergantung pada
14:02
And these equations depend on
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anginnya semasa dia bersendirian,
14:04
the mood of the person when they're on their own,
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anginnya semasa dia bersama pasangannya,
14:06
the mood of the person when they're with their partner,
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tapi yang terpenting, ia bergantung pada
14:09
but most importantly, they depend on
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14:10
how much the husband and wife influence one another.
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setakat mana pasangan suami isteri itu saling mempengaruhi.
Pada ketika ini, adalah penting untuk mengatakan
14:14
Now, I think it's important to point out at this stage,
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14:16
that these exact equations have also been shown
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bahawa kedua-dua persamaan ini juga didapati
14:20
to be perfectly able at describing
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dapat menunjukkan dengan tepat
14:22
what happens between two countries in an arms race.
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apa yang berlaku antara dua negara yang terlibat dalam perlumbaan senjata.
(Gelak ketawa)
14:27
(Laughter)
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Jadi, pasangan suami isteri yang berbalah,
14:30
So that an arguing couple spiraling into negativity
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berada dalam keadaan negatif, dan hampir-hampir bercerai
14:33
and teetering on the brink of divorce
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1905
14:35
is actually mathematically equivalent to the beginning of a nuclear war.
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adalah sama seperti permulaan perang nuklear dari sudut matematik.
14:40
(Laughter)
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(Gelak ketawa)
Tapi, perkara yang penting dalam kedua-dua persamaan ini
14:43
But the really important term in this equation
295
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14:45
is the influence that people have on one another,
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ialah pengaruh seseorang itu pada orang lain,
14:47
and in particular, something called "the negativity threshold."
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secara khusus, ia dikenali sebagai ambang kenegatifan.
Ambang kenegatifan boleh dilihat dari segi betapa teruknya si suami
14:51
Now, the negativity threshold,
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1732
14:52
you can think of as how annoying the husband can be
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4627
14:57
before the wife starts to get really pissed off, and vice versa.
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sehingga si isteri mula berasa geram, dan sebaliknya.
15:01
Now, I always thought that good marriages were about compromise and understanding
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4532
Bagi saya, pasangan suami isteri yang bahagia bertolak ansur, saling memahami,
15:06
and allowing the person to have the space to be themselves.
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dan memberikan ruang peribadi kepada pasangannya.
Jadi, saya rasa pasangan suami isteri yang amat bahagia
15:09
So I would have thought that perhaps the most successful relationships
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15:12
were ones where there was a really high negativity threshold.
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mempunyai ambang kenegatifan yang sangat tinggi.
15:15
Where couples let things go
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1793
Mereka membiarkan saja sesuatu
15:17
and only brought things up if they really were a big deal.
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2771
dan akan membincangkannya jika ia sesuatu yang serius.
15:20
But actually, the mathematics and subsequent findings by the team
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4251
Sebenarnya, persamaan matematik dan hasil dapatan pasukan tersebut
15:24
have shown the exact opposite is true.
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2532
telah menunjukkan yang sebaliknya.
15:27
The best couples, or the most successful couples,
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Pasangan suami isteri yang sangat bahagia
mempunyai ambang kenegatifan yang sangat rendah.
15:30
are the ones with a really low negativity threshold.
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3363
15:33
These are the couples that don't let anything go unnoticed
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Mereka tidak membiarkan sesuatu
dan memberikan ruang untuk melahirkan rasa tidak puas hati.
15:37
and allow each other some room to complain.
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15:40
These are the couples that are continually trying to repair their own relationship,
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Mereka sentiasa cuba membaiki perhubungan mereka
15:45
that have a much more positive outlook on their marriage.
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2743
dan ia memberikan kesan positif pada perkahwinan mereka.
15:48
Couples that don't let things go
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Mereka tidak membiarkan sesuatu
15:50
and couples that don't let trivial things end up being a really big deal.
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4880
dan tidak membenarkan perkara yang remeh menjadi serius.
15:56
Now of course, it takes a bit more than just a low negativity threshold
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Semestinya, bukan saja ambang kenegatifan yang rendah
16:01
and not compromising to have a successful relationship.
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4368
dan saling bertolak ansur dapat menghasilkan perhubungan yang baik.
Saya rasa adalah agak menarik
16:06
But I think that it's quite interesting
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16:08
to know that there is really mathematical evidence
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2354
kerana terdapatnya bukti dari segi matematik
16:11
to say that you should never let the sun go down on your anger.
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yang menyatakan bahawa jangan menyimpan kemarahan anda.
Jadi, itulah dia tiga petua dari sudut matematik
16:14
So those are my top three tips
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16:16
of how maths can help you with love and relationships.
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yang boleh membantu soal cinta dan perhubungan anda.
16:19
But I hope, that aside from their use as tips,
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2395
Tapi saya berharap, selain digunakan sebagai petua,
16:21
they also give you a little bit of insight into the power of mathematics.
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ia juga dapat membuka mata anda tentang kehebatan matematik.
16:25
Because for me, equations and symbols aren't just a thing.
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4341
Kerana bagi saya, persamaan dan simbol
bukannya merupakan sebuah perkara saja.
16:30
They're a voice that speaks out about the incredible richness of nature
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4411
Ia juga merupakan sebuah suara
yang dapat menyatakan kekayaan alam semula jadi
dan keringkasan yang mengejutkan
16:35
and the startling simplicity
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995119
1786
16:36
in the patterns that twist and turn and warp and evolve all around us,
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4813
yang terdapat dalam pola-pola yang berada di sekitar kita,
daripada bagaimana dunia ini berfungsi
16:41
from how the world works to how we behave.
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2580
sehingga bagaimana kita bertindak.
16:44
So I hope that perhaps, for just a couple of you,
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2310
Saya berharap, mungkin bagi beberapa orang,
16:46
a little bit of insight into the mathematics of love
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sedikit ilmu tentang cinta dari sudut matematik
dapat menggalakkan anda agar lebih menyukai matematik.
16:49
can persuade you to have a little bit more love for mathematics.
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16:52
Thank you.
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1199
Terima kasih.
16:53
(Applause)
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(Tepukan)
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