Provided by: libquantum-superpositions-perl_2.03-2_all 
NAME
Quantum::Superpositions - QM-like superpositions in Perl
VERSION
This document describes version 1.03 of Quantum::Superpositions, released August 11, 2000.
SYNOPSIS
use Quantum::Superpositions;
if ($x == any($a, $b, $c)) { ... }
while ($nextval < all(@thresholds)) { ... }
$max = any(@value) < all(@values);
use Quantum::Superpositions BINARY => [ CORE::index ];
print index( any("opts","tops","spot"), "o" );
print index( "stop", any("p","s") );
BACKGROUND
Under the standard interpretation of quantum mechanics, until they are observed, particles exist only as
a discontinuous probability function. Under the Cophenhagen Interpretation, this situation is often
visualized by imagining the state of an unobserved particle to be a ghostly overlay of all its possible
observable states simultaneously. For example, a particle that might be observed in state A, B, or C may
be considered to be in a pseudo-state where it is simultaneously in states A, B, and C. Such a particle
is said to be in a superposition of states.
Research into applying particle superposition in construction of computer hardware is already well
advanced. The aim of such research is to develop reliable quantum memories, in which an individual bit is
stored as some measurable property of a quantised particle (a qubit). Because the particle can be
physically coerced into a superposition of states, it can store bits that are simultaneously 1 and 0.
Specific processes based on the interactions of one or more qubits (such as interference, entanglement,
or additional superposition) are then be used to construct quantum logic gates. Such gates can in turn be
employed to perform logical operations on qubits, allowing logical and mathematical operations to be
executed in parallel.
Unfortunately, the math required to design and use quantum algorithms on quantum computers is painfully
hard. The Quantum::Superpositions module offers another approach, based on the superposition of entire
scalar values (rather than individual qubits).
DESCRIPTION
The Quantum::Superpositions module adds two new operators to Perl: "any" and "all".
Each of these operators takes a list of values (states) and superimposes them into a single scalar value
(a superposition), which can then be stored in a standard scalar variable.
The "any" and "all" operators produce two distinct kinds of superposition. The "any" operator produces a
disjunctive superposition, which may (notionally) be in any one of its states at any time, according to
the needs of the algorithm that uses it.
In contrast, the "all" operator creates a conjunctive superposition, which is always in every one of its
states simultaneously.
Superpositions are scalar values and hence can participate in arithmetic and logical operations just like
any other type of scalar. However, when an operation is applied to a superposition, it is applied
(notionally) in parallel to each of the states in that superposition.
For example, if a superposition of states 1, 2, and 3 is multiplied by 2:
$result = any(1,2,3) * 2;
the result is a superposition of states 2, 4, and 6. If that result is then compared with the value 4:
if ($result == 4) { print "fore!" }
then the comparison also returns a superposition: one that is both true and false (since the equality is
true for one of the states of $result and false for the other two).
Of course, a value that is both true and false is of no use in an "if" statement, so some mechanism is
needed to decide which superimposed boolean state should take precedence.
This mechanism is provided by the two types of superposition available. A disjunctive superposition is
true if any of its states is true, whereas a conjunctive superposition is true only if all of its states
are true.
Thus the previous example does print "fore!", since the "if" condition is equivalent to:
if (any(2,4,6) == 4)...
It suffices that any one of 2, 4, or 6 is equal to 4, so the condition is true and the "if" block
executes.
On the other hand, had the control statement been:
if (all(2,4,6) == 4)...
the condition would fail, since it is not true that all of 2, 4, and 6 are equal to 4.
Operations are also possible between two superpositions:
if (all(1,2,3)*any(5,6) < 21)
{ print "no alcohol"; }
if (all(1,2,3)*any(5,6) < 18)
{ print "no entry"; }
if (any(1,2,3)*all(5,6) < 18)
{ print "under-age" }
In this example, the string "no alcohol" is printed because the superposition produced by the
multiplication is the Cartesian product of the respective states of the two operands:
"all(5,6,10,12,15,18)". Since all of these resultant states are less that 21, the condition is true. In
contrast, the string "no entry" is not printed, because not all the product's states are less than 18.
Note that the type of the first operand determines the type of the result of an operation. Hence the
third string -- "underage" -- is printed, because multiplying a disjunctive superposition by a
conjunctive superposition produces a result that is disjunctive: "any(5,6,10,12,15,18)". The condition of
the "if" statement asks whether any of these values is less than 18, which is true.
Composite Superpositions
The states of a superposition may be any kind of scalar value -- a number, a string, or a reference:
$wanted = any("Mr","Ms").any(@names);
if ($name eq $wanted) { print "Reward!"; }
$okay = all(\&check1,\&check2);
die unless $okay->();
my $large =
all( BigNum->new($centillion),
BigNum->new($googol),
BigNum->new($SkewesNum)
);
@huge = grep {$_ > $large} @nums;
More interestingly, since the individual states of a superposition are scalar values and a superposition
is itself a scalar value, a superposition may have states that are themselves superpositions:
$ideal = any( all("tall", "rich", "handsome"),
all("rich", "old"),
all("smart","Australian","rich")
);
Operations involving such a composite superposition operate recursively and in parallel on each its
states individually and then recompose the result. For example:
while (@features = get_description)
{
if (any(@features) eq $ideal)
{
print "True love";
}
}
The "any(@features) eq $ideal" equality is true if the input characteristics collectively match any of
the three superimposed conjunctive superpositions. That is, if the characteristics collectively equate to
each of "tall" and "rich" and "handsome", or to both "rich" and "old", or to all three of "smart" and
"Australian" and "rich".
Eigenstates
It is useful to be able to determine the list of states that a given superposition represents. In fact,
it is not the states per se, but the values to which the states may collapse -- the eigenstates that are
useful.
In programming terms this is the set of values @ev for a given superposition $s such that "any(@ev) ==
$s" or "any(@ev) eq $s".
This list is provided by the "eigenstates" operator, which may be called on any superposition:
print "The factor was: ",
eigenstates($factor);
print "Don't use any of:",
eigenstates($badpasswds);
Boolean evaluation of superpositions
The examples shown above assume the same meta-semantics for both arithmetic and boolean operations,
namely that a binary operator is applied to the Cartesian product of the states of its two operands,
regardless of whether the operation is arithmetic or logical. Thus the comparison of two superpositions
produces a superposition of 1's and 0's, representing any (or all) possible comparisons between the
individual states of the two operands.
The drawback of applying arithmetic metasemantics to logical operations is that it causes useful
information to be lost. Specifically, which states were responsible for the success of the comparison.
For example, it is possible to determine if any number in the array @newnums is less than all those in
the array @oldnums with:
if (any(@newnums) < @all(oldnums))
{
print "New minimum detected";
}
But this is almost certainly unsatisfactory, because it does not reveal which element(s) of @newnum
caused the condition to be true.
It is, however, possible to define a different meta-semantics for logical operations between
superpositions; one that preserves the intuitive logic of comparisons but also gives limited access to
the states that cause those comparisons to succeed.
The key is to deviate from the arithmetic view of superpositional comparison (namely, that a compared
superposition yields a superposition of compared state combinations). Instead, the various comparison
operators are redefined so that they form a superposition of those eigenstates of the left operand that
cause the operation to be true. In other words, the old meta-semantics superimposed the result of each
parallel comparison, whilst the new meta-semantics superimposes the left operands of each parallel
comparison that succeeds.
For example, under the original semantics, the comparisons:
all(7,8,9) <= any(5,6,7) #A
all(5,6,7) <= any(7,8,9) #B
any(6,7,8) <= all(7,8,9) #C
would yield:
all(0,0,1,0,0,0,0,0,0) #A (false)
all(1,1,1,1,1,1,1,1,1) #B (true)
any(1,1,1,1,1,1,0,1,1) #C (true)
Under the new semantics they would yield:
all(7) #A (false)
all(5,6,7) #B (true)
any(6,7) #C (true)
The success of the comparison (the truth of the result) is no longer determined by the values of the
resulting states, but by the number of states in the resulting superposition.
The Quantum::Superpositions module treats logical operations and boolean conversions in exactly this way.
Under these meta-semantics, it is possible to check a comparison and also determine which eigenstates of
the left operand were responsible for its success:
$newmins = any(@newnums) < all(@oldnums);
if ($newmins)
{
print "New minima found:", eigenstates($newmins);
}
Thus, these semantics provide a mechanism to conduct parallel searches for minima and maxima :
sub min { eigenstates( any(@_) <= all(@_) ) }
sub max { eigenstates( any(@_) >= all(@_) ) }
These definitions are also quite intuitive, almost declarative: the minimum is any value that is less-
than-or-equal-to all of the other values; the maximum is any value that is greater-than-or-equal to all
of them.
String evaluation of superpositions
Converting a superposition to a string produces a string that encode the simplest set of eigenstates
equivalent to the original superposition.
If there is only one eigenstate, the stringification of that state is the string representation. This
eliminates the need to explicitly apply the "eigenstates" operator when only a single resultant state is
possible. For example:
print "lexicographically first: ",
any(@words) le all(@words);
In all other cases, superpositions are stringified in the format: "all(eigenstates)" or
"any(eigenstates)".
Numerical evaluation of superpositions
Providing an implicit conversion to numeric (for situations where superpositions are used as operands to
an arithmetic operation, or as array indices) is more challenging than stringification, since there is no
mechanism to capture the entire state of a superposition in a single non-superimposed number.
Again, if the superposition has a single eigenstate, the conversion is just the standard conversion for
that value. For instance, to output the value in an array element with the smallest index in the set of
indices @i:
print "The smallest element is: ",
$array[any(@i)<=all(@i)];
If the superposition has no eigenstates, there is no numerical value to which it could collapse, so the
result is "undef".
If a disjunctive superposition has more than one eigenstate, that superposition could collapse to any of
those values. And it is convenient to allow it to do exactly that -- collapse (pseudo-)randomly to one of
its eigenstates. Indeed, doing so provides a useful notation for random selection from a list:
print "And the winner is...",
$entrant[any(0..$#entrant)];
Superpositions as subroutine arguments
When a superposition is used as a subroutine argument, that subroutine is applied in parallel to each
state of the superposition and the results re-superimposed to form the same type of superposition. For
example, given:
$n1 = any(1,4,9);
$r1 = sqrt($n1);
$n2 = all(1,4,9);
$r2 = pow($n2,3);
$r3 = pow($n1,$r1);
then $r1 contains the disjunctive superposition "any(1,2,3)", $r2 contains the conjunctive superposition
"all(1,64,729)", and <$r3 > contains the conjunctive superposition "any(1,4,9,16,64,81,729)".
Because the built-in "sqrt" and "pow" functions don't know about superpositions, the module provides a
mechanism for informing them that their arguments may be superimposed.
If the call to "use Quantum::Superpositions" is given an argument list, that list specifies which
functions should be rewritten to handle superpositions. Unary functions and subroutine can be "quantized"
like so:
sub incr { $_[0]+1 }
sub numeric { $_[0]+0 eq $_[0] }
use Quantum::Superpositions
UNARY => ["CORE::int", "main::incr"],
UNARY_LOGICAL => ["main::numeric"];
For binary functions and subroutines use:
sub max { $_[0] < $_[1] ? $_[1] : $_[0] }
sub same { my $failed; $IG{__WARN__}=sub{$failed=1};
return $_[0] eq $_[1] || $_[0]==$_[1] && !$failed;
}
use Quantum::Superpositions
BINARY => ['main::max', 'CORE::index'],
BINARY_LOGICAL => ['main::same'];
EXAMPLES
Primality testing
The power of programming with scalar superpositions is perhaps best seen by returning the quantum
computing's favourite adversary: prime numbers. Here, for example is an O(1) prime-number tester, based
on naive trial division:
sub is_prime
{
my ($n) = @_;
return $n % all(2..sqrt($n)+1) != 0
}
The subroutine takes a single argument ($n) and computes (in parallel) its modulus with respect to every
integer between 2 and "sqrt($n)". This produces a conjunctive superposition of moduli, which is then
compared with zero. That comparison will only be true if all the moduli are not zero, which is precisely
the requirement for an integer to be prime.
Because "is_prime" takes a single scalar argument, it can also be passed a superposition. For example,
here is a constant-time filter for detecting whether a number is part of a pair of twin primes:
sub has_twin
{
my ($n) = @_;
return is_prime($n) && is_prime($n+any(+2,-2);
}
Set membership and intersection
Set operations are particularly easy to perform using superimposable scalars. For example, given an
array of values @elems, representing the elements of a set, the value $v is an element of that set if:
$v == any(@elems)
Note that this is equivalent to the definition of an eigenstate. That equivalence can be used to compute
set intersections. Given two disjunctive superpositions, "$s1=any(@elems1)" and "$s2=any(@elems2)",
representing two sets, the values that constitute the intersection of those sets must be eigenstates of
both <$s1> and $s2. Hence:
@intersection = eigenstates(all($s1, $s2));
This result can be extended to extract the common elements from an arbitrary number of arrays in
parallel:
@common = eigenstates( all( any(@list1),
any(@list2),
any(@list3),
any(@list4),
)
);
Factoring
Factoring numbers is also trivial using superpositions. The factors of an integer N are all the
quotients q of N/n (for all positive integers n < N) that are also integral. A positive number q is
integral if floor(q)==q. Hence the factors of a given number are computed by:
sub factors
{
my ($n) = @_;
my $q = $n / any(2..$n-1);
return eigenstates(floor($q)==$q);
}
Query processing
Superpositions can also be used to perform text searches. For example, to determine whether a given
string ($target) appears in a collection of strings (@db):
use Quantum::Superpositions BINARY => ["CORE::index"];
$found = index(any(@db), $target) >= 0;
To determine which of the database strings contain the target:
sub contains_str
{
return $dbstr if (index($dbstr, $target) >= 0;
}
$found = contains_str(any(@db), $target);
@matches = eigenstates $found;
It is also possible to superimpose the target string, rather than the database, so as to search a single
string for any of a set of targets:
sub contains_targ
{
if (index($dbstr, $target) >= 0)
{
return $target;
}
}
$found = contains_targ($string, any(@targets));
@matches = eigenstates $found;
or in every target simultaneously:
$found = contains_targ($string, all(@targets));
@matches = eigenstates $found;
AUTHOR
Damian Conway (damian@conway.org)
Now maintainted by Steven Lembark (lembark@wrkhors.com)
BUGS
There are undoubtedly serious bugs lurking somewhere in code this funky :-) Bug reports and other
feedback are most welcome.
COPYRIGHT
Copyright (c) 1998-2002, Damian Conway. Copyright (c) 2002, Steven Lembark
All Rights Reserved.
This module is free software. It may be used, redistributed and/or modified under the stame terms as
Perl-5.6.1 (or later) (see http://www.perl.com/perl/misc/Artistic.html).
perl v5.36.0 2022-12-12 Quantum::Superpositions(3pm)