R help - Jan 2011 - Cost-benefit/value for money analysis

I assume this has a "proper" name, but I don't know what it is and
wondered
if anyone knew of a package that might do the following, or something
similar.

As an example, assume I have borrowed and read 10 books on R , and  I have
subjectively given each of them a "value" score in terms of how useful
I
think they are. I also know how much each costs in terms of money.

What I would like to do is to calculate the costs of every possible
combination of the 10 books, and plot the total monetary value for each of
these possible combination  with their associated subjective value totals,
to help decide which combination of books represents the best value for
money.

I know that some specialist decision analysis software does this sort of
thing, but was hoping R might have an appropriate package.

Many thanks,

Graham

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Graham Smith <myotistwo <at> gmail.com> writes:
> 
> I assume this has a "proper" name, but I don't know what it
is and wondered
> if anyone knew of a package that might do the following, or something
> similar.
> 
> As an example, assume I have borrowed and read 10 books on R , and  I have
> subjectively given each of them a "value" score in terms of how
useful I
> think they are. I also know how much each costs in terms of money.
> 
> What I would like to do is to calculate the costs of every possible
> combination of the 10 books, and plot the total monetary value for each of
> these possible combination  with their associated subjective value totals,
> to help decide which combination of books represents the best value for
> money.
> 
> I know that some specialist decision analysis software does this sort of
> thing, but was hoping R might have an appropriate package.
  Perhaps you can specify your question more precisely, or differently.
The way I interpret it, if there are no interactions in price
(e.g. you get a discount for buying more than one book at a time)
or in value (e.g. you learn more from one book having read another),
then you get the best value/price ratio by taking only the book with
the highest value/price.  (If you take no books at all, your value/price
ratio is undefined.)  The algebra below shows that combining a lower
value/price book with a higher one always lowers your overall value/price
ratio.

  If you redefine your problem, you might find the combn() or
expand.grid() functions, along with various versions of apply(), to
be useful.  If you have too large a search space you might take a look
at the simulated annealing (SANN) option of optim().

==================if a1/b1 > a2/b2   (1)

and a1, b1, a2, b2 > 0

show

a1/b1 > (a1+a2)/(b1+b2)  (2)

i.e.

a1/b1 - (a1+a2)/(b1+b2) > 0

or 
(a1(b1+b2)-(a1+a2)b1)/(b1+b2)   (a1*b2-a2*b1)/(b1+b2) > 0

the numerator is (a1*b2-a2*b1):

  (1) implies that a1*b2>a2*b1
so the numerator is positive

qed