Limit comparison test: Difference between revisions

From formulasearchengine
Jump to navigation Jump to search
en>Michael Hardy
 
No edit summary
Line 1: Line 1:
Livestock Producers  Bert from Kahnawake, has lots of pursuits including glowsticking, ganhando dinheiro na internet and smoking pipes. Finished a luxury cruise ship experience that consisted of passing by Stari Ras and Sopocani.<br><br>Also visit my blog: [http://comoganhardinheiropelainternet.comoganhardinheiro101.com/ ganhar dinheiro]
An '''addition-subtraction chain''', a generalization of [[addition chain]]s to include subtraction, is a [[sequence]] ''a''<sub>0</sub>, ''a''<sub>1</sub>, ''a''<sub>2</sub>, ''a''<sub>3</sub>, ... that satisfies
 
:<math>a_0 = 1, \,</math>
:<math>\text{for }k > 0,\ a_k = a_i \pm a_j\text{ for some }0 \leq i,j < k.</math>
 
An addition-subtraction chain for ''n'', of length ''L'', is an addition-subtraction chain such that <math>a_L = n</math>.  That is, one can thereby compute ''n'' by ''L'' additions and/or subtractions.  (Note that ''n'' need not be positive. In this case, one may also include ''a''<sub>-1</sub>=0 in the sequence, so that ''n''=-1 can be obtained by a chain of length 1.)
 
By definition, every addition chain is also an addition-subtraction chain, but not vice-versa.  Therefore, the length of the ''shortest'' addition-subtraction chain for ''n'' is bounded above by the length of the shortest addition chain for ''n''.  In general, however, the determination of a minimal addition-subtraction chain (like the problem of determining a minimum addition chain) is a difficult problem for which no efficient algorithms are currently known.  The related problem of finding an optimal [[addition sequence]] is [[NP-complete]] (Downey et al., 1981), but it is not known for certain whether finding optimal addition or addition-subtraction chains is [[NP-hard]].
 
For example, one addition-subtraction chain is: <math>a_0=1</math>, <math>a_1=2=1+1</math>, <math>a_2=4=2+2</math>, <math>a_3=3=4-1</math>.  This is not a ''minimal'' addition-subtraction chain for ''n''=3, however, because we could instead have chosen <math>a_2=3=2+1</math>.  The smallest ''n'' for which an addition-subtraction chain is shorter than the minimal addition chain is ''n''=31, which can be computed in only 6 additions (rather than 7 for the minimal addition chain):
 
:<math>a_0=1,\ a_1=2=1+1,\ a_2=4=2+2,\ a_3=8=4+4,\ a_4=16=8+8,\ a_5=32=16+16,\ a_6=31=32-1.</math>
 
Like an addition chain, an addition-subtraction chain can be used for [[addition-chain exponentiation]]: given the addition-subtraction chain of length ''L'' for ''n'', the power <math>x^n</math> can be computed by multiplying or dividing by ''x'' ''L'' times, where the subtractions correspond to divisions.  This is potentially efficient in problems where division is an inexpensive operation, most notably for exponentiation on [[elliptic curve]]s where division corresponds to a mere sign change (as proposed by Morain and Olivos, 1990).
 
Some [[multiplication ALU | hardware multiplier]]s multiply by ''n'' using an addition chain described by n in binary:
<pre>
    n = 31 = 0  0  0  1  1  1  1  1 (binary).
</pre>
Other hardware multipliers multiply by ''n'' using an addition-subtraction chain described by n in [[Booth encoding]]:
<pre>
    n = 31 = 0  0  1  0  0  0  0 -1 (Booth encoding).
</pre>
 
 
==References==
* Hugo Volger, "Some results on addition/subtraction chains," ''Information Processing Letters'' '''20''', pp. 155-160 (1985).
*  François Morain and Jorge Olivos, "[ftp://ftp.inria.fr/INRIA/publication/Theses/TU-0144/ch4.ps Speeding up the computations on an elliptic curve using addition-subtraction chains]," ''RAIRO Informatique théoretique et application'' '''24''', pp. 531-543 (1990).
* Peter Downey, Benton Leong, and Ravi Sethi, "Computing sequences with addition chains," ''SIAM J. Computing'' '''10''' (3), 638-646 (1981).
* Sequence {{OEIS2C|A128998}}, length of minimum addition-subtraction chain, ''[[The On-Line Encyclopedia of Integer Sequences]]''.
 
[[Category:Addition chains]]

Revision as of 17:21, 6 December 2013

An addition-subtraction chain, a generalization of addition chains to include subtraction, is a sequence a0, a1, a2, a3, ... that satisfies

An addition-subtraction chain for n, of length L, is an addition-subtraction chain such that . That is, one can thereby compute n by L additions and/or subtractions. (Note that n need not be positive. In this case, one may also include a-1=0 in the sequence, so that n=-1 can be obtained by a chain of length 1.)

By definition, every addition chain is also an addition-subtraction chain, but not vice-versa. Therefore, the length of the shortest addition-subtraction chain for n is bounded above by the length of the shortest addition chain for n. In general, however, the determination of a minimal addition-subtraction chain (like the problem of determining a minimum addition chain) is a difficult problem for which no efficient algorithms are currently known. The related problem of finding an optimal addition sequence is NP-complete (Downey et al., 1981), but it is not known for certain whether finding optimal addition or addition-subtraction chains is NP-hard.

For example, one addition-subtraction chain is: , , , . This is not a minimal addition-subtraction chain for n=3, however, because we could instead have chosen . The smallest n for which an addition-subtraction chain is shorter than the minimal addition chain is n=31, which can be computed in only 6 additions (rather than 7 for the minimal addition chain):

Like an addition chain, an addition-subtraction chain can be used for addition-chain exponentiation: given the addition-subtraction chain of length L for n, the power can be computed by multiplying or dividing by x L times, where the subtractions correspond to divisions. This is potentially efficient in problems where division is an inexpensive operation, most notably for exponentiation on elliptic curves where division corresponds to a mere sign change (as proposed by Morain and Olivos, 1990).

Some hardware multipliers multiply by n using an addition chain described by n in binary:

    n = 31 = 0  0  0  1   1  1  1  1 (binary).

Other hardware multipliers multiply by n using an addition-subtraction chain described by n in Booth encoding:

    n = 31 = 0  0  1  0   0  0  0 -1 (Booth encoding).


References

  • Hugo Volger, "Some results on addition/subtraction chains," Information Processing Letters 20, pp. 155-160 (1985).
  • François Morain and Jorge Olivos, "Speeding up the computations on an elliptic curve using addition-subtraction chains," RAIRO Informatique théoretique et application 24, pp. 531-543 (1990).
  • Peter Downey, Benton Leong, and Ravi Sethi, "Computing sequences with addition chains," SIAM J. Computing 10 (3), 638-646 (1981).
  • Sequence Physiotherapist Rave from Cobden, has hobbies and interests which includes skateboarding, commercial property for sale developers in singapore and coin collecting. May be a travel freak and in recent years made a journey to Wet Tropics of Queensland., length of minimum addition-subtraction chain, The On-Line Encyclopedia of Integer Sequences.