From Art to Science: : Bridging Science, Folklore, and Discovery
“Science is science and art is art and the twain shall never meet” to rephrase a quote by Rudyard Kipling (1889)
Science and art are distinct academic disciplines with
distinguishing features, that can help one classify any work as science or art.
The use of the phrase ‘state of art’ implies something under consideration being
so revolutionary that it cannot be classified as science as of now and is in
the state of art. Over a period of time, with repeated implementation of the
same, a certain methodology, set of rules, standard operating procedures etc. may
be developed and it enters the realm of science. That implies that what is
taken as science today was art at some point of time earlier in its
development.
In this blog, we look at a work of art that fits in the
subject of Linear Programming Problem (LPP) that is taught in Operations
Research or Management Science or Decision Science. The poem itself is as
follows:
The three princes
of Serendip
Went on a little trip.
They could not carry too much weight;
More than 300 pounds made them hesitate.
They planned to the ounce. When they returned to Ceylon
They discovered that their supplies were just about gone
When, what to their joy, Prince William found
A pile of coconuts on the ground.
“Each will bring 60 rupees,” said Prince Richard with a grin
As The boat back to the island was very small
15 cubic feet capacity – that was all.
Each lion skin took up one cubic foot
While eight coconuts the same space took.
While everything was stowed they headed to the sea
And on the way calculated what their new wealth might be.
“Eureka!” cried Prince Robert, “Our wealth is so great
That there’s no other way we could return in this state.
And any other skins or nut which we might have brought
Would now have us poorer. And now I know what –
I’ll write my friend Horace in England, for surely
Only he can appreciate our serendipity.he almost tripped over a lion skin.
“Look out!” cried Prince Robert with glee
As he spied more lion skins under a tree.
“These are worth even more – 300 rupees each
If we can just carry them all down the beach.
Each skin weighed fifteen pounds and each coconut, five,
But they carried them all and made it alive.
The Princes of Serendip
was written by Horace Walpole in a 1754 letter, although the story that
inspired him, The Three Princes of Serendip, is much older. Walpole
coined the word "serendipity" from this tale, which follows three
princes from Serendip (an ancient name for Sri Lanka) who make fortunate
discoveries by accident, thanks to their sharp observation and wit. The tale
itself originated in Persian and was translated into Italian before becoming
known in English.
Now, this is a beautiful example of Linear Programming Problem (LPP) in Operations Research and can be formulated as follows:
Various tools can be used for solving the problem (TORA,
LINDO, QM for Windows, atozmath.com, Microsoft Exel etc.)
The maximisation is achieved at x1 = 24 coconuts, and x2 = 12 lion skins, with a corresponding Z
value of 5040.
Now, let us have a look at the novelty of the poem and the
solution.
“And any other skins or nut which we
might have brought, would now have us poorer.” |
The solution outlined above is the best or optimal. Any other option
meeting the constraints will offer less than the optimal profit of 5040. |
Let us look
at the optimality vis-à-vis the resources: |
|
Capacity
Constraint |
Plugging the values of x1=24 and x2=12 in the inequality for capacity, the
value obtained is 15, i.e. the capacity is being fully utilised, no
surplus or slack. |
Weight
Constraint |
Using the values of x1=24 and x2=12 for the weight inequation, the
value obtained is 300, i.e. no scope for any improvement, no weight is
being left unutilised. |
I’ll write my friend Horace in
England, for surely |
The author has a friend Horace, who he thinks can appreciate the
problem and solution. “Only a jeweler knows the true value of a diamond; to
others, it's just a stone.” Compliment for both the diamond and the jeweler,
which in this case happens to be the same person. Apart from other issues, the
solution also has to be integral, one cannot have a part coconut or lion
skin to be loaded in the boat. |
Amazingly, a poet can create a piece like this,
which an applied mathematician can appreciate. In this era of specialization
and super-specialisation, one can only wonder and appreciate the geniuses of the
past century, whether they be artists, scientists, or mathematicians. It takes
a genius to appreciate and understand one. Only if one can understand and
appreciate ingenuity of the people in the past can one expect to be appreciated
by the generations of the future.
Ending this blog with a beautiful quotation:
"Those who cannot remember
the past (or people thereof) are condemned to repeat it." -- George Santayana
LPP Formulation in text for readers who would like to use
online solvers
Let,
x1 à Number of coconuts they carry, and,
x2 à Number of lion skins that the princes
finally carried with them.
The problem can be formulated as follows:
Maximise Z = 60x1 + 300 x2 (Objective
Function)
Subject To :
1/8 x1
+ x2 <= 15 (Capacity Constraint)
5 x1 +
15 x2 <= 300 (Weight Constraint)
X1, x2
>= 0 (Non-negativity Constraint)
Keywords: Linear Programming Problem, LPP, Graphical Method, Simplex Method, Optimal solution, Operations Research, Management Science, Decision Science, Princes of Serendip, Serendipity, Science and Art, Rudyard Kipling, State of Art, Folklore, Horace Walpole
Hashtags: #PrincesOfSerendip
#Serendipity #LinearProgramming #OperationsResearch #ManagementScience
#DecisionScience #ScienceAndArt #RudyardKipling #StateOfArt #SriLankanHistory
#PersianFolklore #HoraceWalpole #AncientTales #AcademicInsights
#CreativeDiscoveries #LPPInAction #MathMeetsArt #SerendipiousMoments
#EurekaMoments #ScienceBlogging
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