It is rare that the passing of a mathematician makes headlines in the mass media. It is rarer still for one to achieve celebrity for work on problems we can all understand. But then, the Franco-American mathematician Benoit Mandelbrot, who died this month at the age of 85, was as extraordinary as the phenomena he studied.
At the age of 20, Mandelbrot declared that his ambition was: "To find a corner of science, not necessarily very extensive or even significant, of which I would know enough to be its Kepler or even its Newton." As his recent obituary in this newspaper shows, he certainly achieved the latter: it carried the headline "the father of fractals". Yet the significance of his work on these strange geometrical shapes remains deeply controversial, for reasons that should concern us all.
While Mandelbrot gave them their name, from the Latin for "broken", in the 1970s, fractals had been studied decades earlier by the English mathematician Lewis Fry Richardson, who identified many of their key properties. Put simply, fractals are shapes which reveal ever more detail as they are magnified.
An everyday example of a fractal, and the one studied extensively by both Richardson and Mandelbrot, is the coastline of a country. Take the case of the UAE: according to textbooks, the Emirates have a coastline of 1,318km, a figure that one could at least roughly confirm by getting a map and measuring it with a ruler. But as Richardson noted, the precise answer depends critically on the scale of the map. If it's large scale, it won't capture the ins and outs around, say, Al Mirfa. As a result, it will give a figure for the coastline much shorter than that found using a finer-scale map.
So what is the correct answer ? As Richardson and Mandelbrot showed, there really isn't one. The best one can do is state the length at a given scale, along with a number which captures the "jaggedness" of the coastline. Plugged into a simple mathematical formula, this so-called fractal dimension shows how the length of the coastline changes with scale.
All this might sound like just the sort of esoteric curiosity only mathematicians get excited by. The significance of fractals lies in their ability to cram a lot of detail into a tiny mathematical "package". That gives them a host of applications in everything from data compression to creating computer-generated images.
In the early 1980s, Mandelbrot, by then working for the computer giant IBM, made his first foray into the limelight with his lavishly illustrated book The Fractal Geometry of Nature, packed with many startling images of fractals, among them the bizarre snowman-like shape known as the Mandelbrot Set. But in his latter years he achieved notoriety for his attempts to use fractals to understand financial markets.
The idea is simple enough: when plotted against time, the prices of everything from stocks to currencies to commodities give graphs that look like jagged coastlines. That suggests they might be described by simple fractal formulas, which in turn hints at the possibility of predicting their behaviour.
Mandelbrot's work on this fascinating possibility began in the 1960s, even before he understood the power of fractals to capture the notion of "jaggedness". After analysing real-life market data, he found evidence that fractals might be useful in capturing the key concept of market volatility, that is, just how "jagged" the prices are over time.
For example, the price of cotton appeared to suffer especially violent swings, making it a riskier investment than, say, wheat. Similarly, the stock prices of companies such as Westinghouse and American Tobacco proved more jumpy than those of, say, Standard Oil.
Mandelbrot suggested that, in principle at least, fractals could capture these different levels of volatility in a single number. Yet this innocuous-sounding problem made him deeply unpopular with most financial market analysts. That was because they believed they already had a perfectly good way of understanding volatility, based around something much more familiar than fractals: the so-called bell curve.
Mandelbrot, however, insisted that the bell curve could seriously under-estimate the chances of a huge market swing, making a mockery of the standard risk analysis performed by financial institutions.
He became convinced that the financial markets were heading for an almighty calamity, and voiced his concerns in 2004 with the publication of The (Mis)Behaviour of Markets. Despite stirring up considerable controversy, his calls for more research into the application of fractals to market behaviour went largely unheeded.
The crash of 2007 seemed to vindicate Mandelbrot's claims. Yet even now there seems no huge drive to adopt Mandelbrot's methods. Why is this? The history of science holds a clue. In general, it is not enough to be right: one also has to be able to offer practical techniques for going beyond what is already possible.
The plain fact is that, as Mandelbrot himself conceded, his ideas were barely half-baked. He had impressive evidence that fractals could be useful, but could not offer financial analysts a toolkit allowing them to move seamlessly from the bell curve to fractals.
In a world where, as the sequel to the movie Wall Street puts it, "money never sleeps", that is unacceptable. With the passing of Mandelbrot, it falls to others to pick up the torch he lit and waved aloft. Whether the financial world will like what is revealed by its fractal flame is quite another matter.
Robert Matthews is Visiting Reader in Science at Aston University, Birmingham, England
Roll%20of%20Honour%2C%20men%E2%80%99s%20domestic%20rugby%20season
%3Cp%3E%3Cstrong%3EWest%20Asia%20Premiership%3C%2Fstrong%3E%0D%3Cbr%3EChampions%3A%20Dubai%20Tigers%0D%3Cbr%3ERunners%20up%3A%20Bahrain%0D%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EUAE%20Premiership%3C%2Fstrong%3E%0D%3Cbr%3EChampions%3A%20Jebel%20Ali%20Dragons%0D%3Cbr%3ERunners%20up%3A%20Dubai%20Hurricanes%0D%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EUAE%20Division%201%3C%2Fstrong%3E%0D%3Cbr%3EChampions%3A%20Dubai%20Sharks%0D%3Cbr%3ERunners%20up%3A%20Abu%20Dhabi%20Harlequins%20II%0D%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EUAE%20Division%202%3C%2Fstrong%3E%0D%3Cbr%3EChampions%3A%20Dubai%20Tigers%20III%0D%3Cbr%3ERunners%20up%3A%20Dubai%20Sharks%20II%0D%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EDubai%20Sevens%3C%2Fstrong%3E%0D%3Cbr%3EChampions%3A%20Dubai%20Tigers%0D%3Cbr%3ERunners%20up%3A%20Dubai%20Hurricanes%3C%2Fp%3E%0A
Star%20Wars%3A%20Episode%20I%20%E2%80%93%20The%20Phantom%20Menace
%3Cp%3E%3Cstrong%3EDeveloper%3A%3C%2Fstrong%3E%20Big%20Ape%20Productions%3Cbr%3E%3Cstrong%3EPublisher%3A%3C%2Fstrong%3E%20LucasArts%3Cbr%3E%3Cstrong%3EConsoles%3A%3C%2Fstrong%3E%20PC%2C%20PlayStation%3Cbr%3E%3Cstrong%3ERating%3A%3C%2Fstrong%3E%202%2F5%3C%2Fp%3E%0A
Result
Arsenal 4
Monreal (51'), Ramsey (82'), Lacazette 85', 89')
West Ham United 1
Arnautovic (64')
The President's Cake
Director: Hasan Hadi
Starring: Baneen Ahmad Nayyef, Waheed Thabet Khreibat, Sajad Mohamad Qasem
Rating: 4/5
Sole survivors
- Cecelia Crocker was on board Northwest Airlines Flight 255 in 1987 when it crashed in Detroit, killing 154 people, including her parents and brother. The plane had hit a light pole on take off
- George Lamson Jr, from Minnesota, was on a Galaxy Airlines flight that crashed in Reno in 1985, killing 68 people. His entire seat was launched out of the plane
- Bahia Bakari, then 12, survived when a Yemenia Airways flight crashed near the Comoros in 2009, killing 152. She was found clinging to wreckage after floating in the ocean for 13 hours.
- Jim Polehinke was the co-pilot and sole survivor of a 2006 Comair flight that crashed in Lexington, Kentucky, killing 49.
Mercer, the investment consulting arm of US services company Marsh & McLennan, expects its wealth division to at least double its assets under management (AUM) in the Middle East as wealth in the region continues to grow despite economic headwinds, a company official said.
Mercer Wealth, which globally has $160 billion in AUM, plans to boost its AUM in the region to $2-$3bn in the next 2-3 years from the present $1bn, said Yasir AbuShaban, a Dubai-based principal with Mercer Wealth.
“Within the next two to three years, we are looking at reaching $2 to $3 billion as a conservative estimate and we do see an opportunity to do so,” said Mr AbuShaban.
Mercer does not directly make investments, but allocates clients’ money they have discretion to, to professional asset managers. They also provide advice to clients.
“We have buying power. We can negotiate on their (client’s) behalf with asset managers to provide them lower fees than they otherwise would have to get on their own,” he added.
Mercer Wealth’s clients include sovereign wealth funds, family offices, and insurance companies among others.
From its office in Dubai, Mercer also looks after Africa, India and Turkey, where they also see opportunity for growth.
Wealth creation in Middle East and Africa (MEA) grew 8.5 per cent to $8.1 trillion last year from $7.5tn in 2015, higher than last year’s global average of 6 per cent and the second-highest growth in a region after Asia-Pacific which grew 9.9 per cent, according to consultancy Boston Consulting Group (BCG). In the region, where wealth grew just 1.9 per cent in 2015 compared with 2014, a pickup in oil prices has helped in wealth generation.
BCG is forecasting MEA wealth will rise to $12tn by 2021, growing at an annual average of 8 per cent.
Drivers of wealth generation in the region will be split evenly between new wealth creation and growth of performance of existing assets, according to BCG.
Another general trend in the region is clients’ looking for a comprehensive approach to investing, according to Mr AbuShaban.
“Institutional investors or some of the families are seeing a slowdown in the available capital they have to invest and in that sense they are looking at optimizing the way they manage their portfolios and making sure they are not investing haphazardly and different parts of their investment are working together,” said Mr AbuShaban.
Some clients also have a higher appetite for risk, given the low interest-rate environment that does not provide enough yield for some institutional investors. These clients are keen to invest in illiquid assets, such as private equity and infrastructure.
“What we have seen is a desire for higher returns in what has been a low-return environment specifically in various fixed income or bonds,” he said.
“In this environment, we have seen a de facto increase in the risk that clients are taking in things like illiquid investments, private equity investments, infrastructure and private debt, those kind of investments were higher illiquidity results in incrementally higher returns.”
The Abu Dhabi Investment Authority, one of the largest sovereign wealth funds, said in its 2016 report that has gradually increased its exposure in direct private equity and private credit transactions, mainly in Asian markets and especially in China and India. The authority’s private equity department focused on structured equities owing to “their defensive characteristics.”
Representing%20UAE%20overseas
%3Cp%3E%0DIf%20Catherine%20Richards%20debuts%20for%20Wales%20in%20the%20Six%20Nations%2C%20she%20will%20be%20the%20latest%20to%20have%20made%20it%20from%20the%20UAE%20to%20the%20top%20tier%20of%20the%20international%20game%20in%20the%20oval%20ball%20codes.%0D%3Cbr%3E%20%0D%3Cbr%3E%3Cstrong%3ESeren%20Gough-Walters%20(Wales%20rugby%20league)%3C%2Fstrong%3E%0D%3Cbr%3EBorn%20in%20Dubai%2C%20raised%20in%20Sharjah%2C%20and%20once%20an%20immigration%20officer%20at%20the%20British%20Embassy%20in%20Abu%20Dhabi%2C%20she%20debuted%20for%20Wales%20in%20rugby%20league%20in%202021.%0D%3Cbr%3E%20%0D%3Cbr%3E%3Cstrong%3ESophie%20Shams%20(England%20sevens)%3C%2Fstrong%3E%0D%3Cbr%3EWith%20an%20Emirati%20father%20and%20English%20mother%2C%20Shams%20excelled%20at%20rugby%20at%20school%20in%20Dubai%2C%20and%20went%20on%20to%20represent%20England%20on%20the%20sevens%20circuit.%20%0D%3Cbr%3E%20%0D%3Cbr%3E%3Cstrong%3EFiona%20Reidy%20(Ireland)%3C%2Fstrong%3E%0D%3Cbr%3EMade%20her%20Test%20rugby%20bow%20for%20Ireland%20against%20England%20in%202015%2C%20having%20played%20for%20four%20years%20in%20the%20capital%20with%20Abu%20Dhabi%20Harlequins%20previously.%0D%3C%2Fp%3E%0A
How to wear a kandura
Dos
- Wear the right fabric for the right season and occasion
- Always ask for the dress code if you don’t know
- Wear a white kandura, white ghutra / shemagh (headwear) and black shoes for work
- Wear 100 per cent cotton under the kandura as most fabrics are polyester
Don’ts
- Wear hamdania for work, always wear a ghutra and agal
- Buy a kandura only based on how it feels; ask questions about the fabric and understand what you are buying
Our legal consultant
Name: Dr Hassan Mohsen Elhais
Position: legal consultant with Al Rowaad Advocates and Legal Consultants.
Recent winners
2002 Giselle Khoury (Colombia)
2004 Nathalie Nasralla (France)
2005 Catherine Abboud (Oceania)
2007 Grace Bijjani (Mexico)
2008 Carina El-Keddissi (Brazil)
2009 Sara Mansour (Brazil)
2010 Daniella Rahme (Australia)
2011 Maria Farah (Canada)
2012 Cynthia Moukarzel (Kuwait)
2013 Layla Yarak (Australia)
2014 Lia Saad (UAE)
2015 Cynthia Farah (Australia)
2016 Yosmely Massaad (Venezuela)
2017 Dima Safi (Ivory Coast)
2018 Rachel Younan (Australia)
Empty Words
By Mario Levrero
(Coffee House Press)
UAE currency: the story behind the money in your pockets
The%20specs
%3Cp%3E%3Cstrong%3EEngine%3A%3C%2Fstrong%3E%20Twin%20electric%20motors%20and%20105kWh%20battery%20pack%0D%3Cbr%3E%3Cstrong%3EPower%3A%20%3C%2Fstrong%3E619hp%0D%3Cbr%3E%3Cstrong%3ETorque%3A%20%3C%2Fstrong%3E1%2C015Nm%0D%3Cbr%3E%3Cstrong%3ETransmission%3A%20%3C%2Fstrong%3ESingle-speed%20auto%0D%3Cbr%3E%3Cstrong%3ETouring%20range%3A%20%3C%2Fstrong%3EUp%20to%20561km%0D%3Cbr%3E%3Cstrong%3EOn%20sale%3A%20%3C%2Fstrong%3EQ3%20or%20Q4%202022%0D%3Cbr%3E%3Cstrong%3EPrice%3A%20%3C%2Fstrong%3EFrom%20Dh635%2C000%3C%2Fp%3E%0A