Calculating variance in prolog - prolog

i have made a function in Prolog:-
mean(L, M) :-
sum(L, S),
length(L, N),
M is S/N.
sum([],0).
sum([H|T],Y):-
sum(T,X),
Y is X + H.
variance([],0).
variance([H|T], M, VO):-
variance(T,M,Y),
VO is( Y + ((H-M)*(H-M))).
statsList(L, M, V1) :-
sum(L, S),
length(L, N),
M is S/N,
variance(L, M, VO),
V1 is V0/N.
for some reason when I try to calculate the variance it always replies "false"
as so: variance([1,2,3],2,VO) or statsList([1,2,3],M,VO)
However if I use this just to test it works:
variance([],0).
variance([H|T], VO):-
variance(T,Y),
VO is( Y + ((H-2)*(H-2))).
Can someone tell me where I am going wrong?

variance([],0).
variance([H|T], M, VO):-
variance(T,M,Y),
VO is( Y + ((H-M)*(H-M))).
The first clause defines a predicate variance/2 (two arguments) while the second defines variance/3. The latter predicate then calls itself recursively until it hits the empty list, which it cannot handle.
You should define a proper base case for variance/3. In Prolog, clauses with the same predicate name but different arity (number of arguments) define different predicates.
The error does not show up in your test code since there you define variance/2 with a base case and a recursive case.

In your first code you have defined two predicates variance/2 and variance/3 (one with 2 arguments and the other with 3 arguments).
You have probably misspelled the first predicate. It should read
variance([], _, 0).

Related

Prolog: nat(s(s(0))) to "normal" decimal numbers

If an integers is defined like this in Prolog:
nat(0).
nat(s(X)) :- nat(X).
How do I convert such a number to a decimal number?
The input is for example:
s(s(s(0)))
I probably should add that I am very new to Prolog.
EDIT:
I tried it this way:
nat(0).
nat(s(X)) :- nat(X).
convert(N, C) :-
C is C + 1,
nat(N),
convert(N, C).
There are basically two cases you need to cover:
the base case 0 that maps on 0; and
the recursive case s(X) that makes use of the result for X.
The base case thus looks like:
convert(0, 0).
the recursive case thus looks like:
convert(S(X), N) :-
convert(X, N1),
….
where … is thus a step you need to do to determine N given N1. I leave this as an exercise.

Find the minimum in a mixed list in Prolog

I am new to prolog, I am just learning about lists and I came across this question. The answer works perfect for a list of integers.
minimo([X], X) :- !.
minimo([X,Y|Tail], N):-
( X > Y ->
minimo([Y|Tail], N)
;
minimo([X|Tail], N)
).
How can I change this code to get the smallest int from a mixed list?
This
sint([a,b,3,2,1],S)
should give an answer:
S=1
you could just ignore the problem, changing the comparison operator (>)/2 (a binary builtin predicate, actually) to the more general (#>)/2:
minimo([X], X) :- !.
minimo([X,Y|Tail], N):-
( X #> Y ->
minimo([Y|Tail], N)
;
minimo([X|Tail], N)
).
?- minimo([a,b,3,2,1],S).
S = 1.
First of all, I don't think the proposed implementation is very elegant: here they pass the minimum found element thus far by constructing a new list each time. Using an additional parameter (we call an accumulator) is usually the way to go (and is probably more efficient as well).
In order to solve the problem, we first have to find an integer. We can do this like:
sint([H|T],R) :-
integer(H),
!,
sint(T,H,R).
sint([_|T],R) :-
sint(T,R).
So here we check if the head H is an integer/1. If that is the case, we call a predicate sint/3 (not to be confused with sint/2). Otherwise we call recursively sint/2 with the tail T of the list.
Now we still need to define sint/3. In case we have reached the end of the list [], we simply return the minum found thus far:
sint([],R,R).
Otherwise there are two cases:
the head H is an integer and smaller than the element found thus far, in that case we perform recursion with the head as new current minimum:
sint([H|T],M,R):
integer(H),
H < M,
!,
sint(T,H,R).
otherwise, we simply ignore the head, and perform recursion with the tail T.
sint([_|T],M,R) :-
sint(T,M,R).
We can put the recursive clauses in an if-then-else structure. Together with the earlier defined predicate, the full program then is:
sint([H|T],R) :-
integer(H),
!,
sint(T,H,R).
sint([_|T],R) :-
sint(T,R).
sint([],R,R).
sint([H|T],M,R):
(
(integer(H),H < M)
-> sint(T,H,R)
; sint(T,M,R)
).
The advantage of this approach is that filtering and comparing (to obtain the minimum) is done at the same time, so we only iterate once over the list. This will usually result in a performance boost since the "control structures" are only executed once: more is done in an iteration, but we only iterate once.
We can generalize the approach by making the filter generic:
filter_minimum(Filter,[H|T],R) :-
Goal =.. [Filter,H],
call(Goal),
!,
filter_minimum(Filter,T,H,R).
filter_minimum(Filter,[_|T],R) :-
filter_minimum(Filter,T,R).
filter_minimum(_,[],R,R).
filter_minimum(Filter,[H|T],M,R) :-
Goal =.. [Filter,H],
(
(call(Goal),H < M)
-> filter_minimum(Filter,T,H,R)
; filter_minimum(Filter,T,M,R)
).
You can then call it with:
filter_minimum(integer,[a,b,3,2,1],R).
to filter with integer/1 and calculate the minimum.
You could just write a predicate that returns a list with the numbers and the use the above minimo/2 predicate:
only_numbers([],[]).
only_numbers([H|T],[H|T1]):-integer(H),only_numbers(T,T1).
only_numbers([H|T],L):- \+integer(H),only_numbers(T,L).
sint(L,S):-only_numbers(L,L1),minimo(L1,S).

Prolog - sequence in list

We want to build a predicate that gets a list L and a number N and is true if N is the length of the longest sequence of list L.
For example:
?- ls([1,2,2,4,4,4,2,3,2],3).
true.
?- ls([1,2,3,2,3,2,1,7,8],3).
false.
For this I built -
head([X|S],X). % head of the list
ls([H|T],N) :- head(T,X),H=X, NN is N-1 , ls(T,NN) . % if the head equal to his following
ls(_,0) :- !. % get seq in length N
ls([H|T],N) :- head(T,X) , not(H=X) ,ls(T,N). % if the head doesn't equal to his following
The concept is simply - check if the head equal to his following , if so , continue with the tail and decrement the N .
I checked my code and it works well (ignore cases which N = 1) -
ls([1,2,2,4,4,4,2,3,2],3).
true ;
false .
But the true answer isn't finite and there is more answer after that , how could I make it to return finite answer ?
Prolog-wise, you have a few problems. One is that your predicate only works when both arguments are instantiated, which is disappointing to Prolog. Another is your style—head/2 doesn't really add anything over [H|T]. I also think this algorithm is fundamentally flawed. I don't think you can be sure that no sequence of longer length exists in the tail of the list without retaining an unchanged copy of the guessed length. In other words, the second thing #Zakum points out, I don't think there will be a simple solution for it.
This is how I would have approached the problem. First a helper predicate for getting the maximum of two values:
max(X, Y, X) :- X >= Y.
max(X, Y, Y) :- Y > X.
Now most of the work sequence_length/2 does is delegated to a loop, except for the base case of the empty list:
sequence_length([], 0).
sequence_length([X|Xs], Length) :-
once(sequence_length_loop(X, Xs, 1, Length)).
The call to once/1 ensures we only get one answer. This will prevent the predicate from usefully generating lists with sequences while also making the predicate deterministic, which is something you desired. (It has the same effect as a nicely placed cut).
Loop's base case: copy the accumulator to the output parameter:
sequence_length_loop(_, [], Length, Length).
Inductive case #1: we have another copy of the same value. Increment the accumulator and recur.
sequence_length_loop(X, [X|Xs], Acc, Length) :-
succ(Acc, Acc1),
sequence_length_loop(X, Xs, Acc1, Length).
Inductive case #2: we have a different value. Calculate the sequence length of the remainder of the list; if it is larger than our accumulator, use that; otherwise, use the accumulator.
sequence_length_loop(X, [Y|Xs], Acc, Length) :-
X \= Y,
sequence_length([Y|Xs], LengthRemaining),
max(Acc, LengthRemaining, Length).
This is how I would approach this problem. I don't know if it will be useful for you or not, but I hope you can glean something from it.
How about adding a break to the last rule?
head([X|S],X). % head of the list
ls([H|T],N) :- head(T,X),H=X, NN is N-1 , ls(T,NN) . % if the head equal to his following
ls(_,0) :- !. % get seq in length N
ls([H|T],N) :- head(T,X) , not(H=X) ,ls(T,N),!. % if the head doesn't equal to his following
Works for me, though I'm no Prolog expert.
//EDIT: btw. try
14 ?- ls([1,2,2,4,4,4,2,3,2],2).
true ;
false.
Looks false to me, there is no check whether N is the longest sequence. Or did I get the requirements wrong?
Your code is checking if there is in list at least a sequence of elements of specified length. You need more arguments to keep the state of the search while visiting the list:
ls([E|Es], L) :- ls(E, 1, Es, L).
ls(X, N, [Y|Ys], L) :-
( X = Y
-> M is N+1,
ls(X, M, Ys, L)
; ls(Y, 1, Ys, M),
( M > N -> L = M ; L = N )
).
ls(_, N, [], N).

How to add polynoms in Prolog?

I have the following task:
Write a method that will add two polynoms. I.e 0+2*x^3 and 0+1*x^3+2*x^4 will give 0+3*x^3+2*x^4.
I also wrote the following code:
add_poly(+A1*x^B1+P1,+A2*x^B2+P2,+A3*x^B3+P3):-
(
B1=B2,
B3 = B2,
A3 is A1+A2,
add_poly(P1,P2,P3)
;
B1<B2,
B3=B1,
A3=A1,
add_poly(P1,+A2*x^B2+P2,P3)
;
B1>B2,
B3=B2,
A3=A2,
add_poly(+A1*x^B1+P1,P2,P3)
).
add_poly(X+P1,Y+P2,Z+P3):-
Z is X+Y,
add_poly(P1,P2,P3).
My problem is that I don't know how to stop. I would like to stop when one the arguments is null and than to append the second argument to the third one. But how can I check that they are null?
Thanks.
Several remarks:
Try to avoid disjunctions (;)/2 in the beginning. They need special indentation to be readable. And they make reading a single rule more complex — think of all the extra (=)/2 goals you have to write and keep track of.
Then, I am not sure what you can assume about your polynomials. Can you assume they are written in canonical form?
And for your program: Consider the head of your first rule:
add_poly(+A1*x^B1+P1,+A2*x^B2+P2,+A3*x^B3+P3):-
I will generalize away some of the arguments:
add_poly(+A1*x^B1+P1,_,_):-
and some of the subterms:
add_poly(+_+_,_,_):-
This corresponds to:
add_poly(+(+(_),_),_,_) :-
Not sure you like this.
So this rule applies only to terms starting with a prefix + followed by an infix +. At least your sample data did not contain a prefix +.
Also, please remark that the +-operator is left associative. That means that 1+2+3+4 associates to the left:
?- write_canonical(1+2+3+4).
+(+(+(1,2),3),4)
So if you have a term 0+3*x^3+2*x^4 the first thing you "see" is _+2*x^4. The terms on the left are nested deeper.
For your actual question (how to stop) - you will have to test explicitly that the leftmost subterm is an integer, use integer/1 - or maybe a term (*)/2 (that depends on your assumptions).
I assume that polynomials you are speaking of are in 1 variable and with integer exponents.
Here a procedure working on normal polynomial form: a polynomial can be represented as a list (a sum) of factors, where the (integer) exponent is implicitly represented by the position.
:- [library(clpfd)].
add_poly(P1, P2, Sum) :-
normalize(P1, N1),
normalize(P2, N2),
append(N1, N2, Nt),
aggregate_all(max(L), (member(M, Nt), length(M, L)), LMax),
maplist(rpad(LMax), Nt, Nn),
clpfd:transpose(Nn, Tn),
maplist(sumlist, Tn, NSum),
denormalize(NSum, Sum).
rpad(LMax, List, ListN) :-
length(List, L),
D is LMax - L,
zeros(D, Z),
append(List, Z, ListN).
% the hardest part is of course normalization: here a draft
normalize(Ts + T, [N|Ns]) :-
normalize_fact(T, N),
normalize(Ts, Ns).
normalize(T, [N]) :-
normalize_fact(T, N).
% build a list with 0s left before position E
normalize_fact(T, Normal) :-
fact_exp(T, F, E),
zeros(E, Zeros),
nth0(E, Normal, F, Zeros).
zeros(E, Zeros) :-
length(Zeros, E),
maplist(copy_term(0), Zeros).
fact_exp(F * x ^ E, F, E).
fact_exp(x ^ E, 1, E).
fact_exp(F * x, F, 1).
fact_exp(F, F, 0).
% TBD...
denormalize(NSum, NSum).
test:
?- add_poly(0+2*x^3, 0+1*x^3+2*x^4, P).
P = [0, 0, 0, 3, 2]
the answer is still in normal form, denormalize/2 should be written...

Prolog - writing a combination of k numbers in the given list

I am trying to define a function in prolog that takes arguments of the form combination(3,[a,b,c,d],L) , the result returns
L=a,b,c
L=a,b,d
L=a,c,d
L=b,c,d
My implementation is as follows:
combination(K,argList,L):-
unknown(X,argList,Y),
Z is select(X,argList),
length(Z,K),
L is Z,
combination(K,Z,L).
unknown(X,[X|L],L).
unknown(X,[_|L],R) :- unknown(X,L,R).
The unknown predicate behaves as follows:
![enter image description here][1]
Please help.
The simplest solution that comes to mind using your definition of unknown/3 is:
combination(0, _, []) :-
!.
combination(N, L, [V|R]) :-
N > 0,
NN is N - 1,
unknown(V, L, Rem),
combination(NN, Rem, R).
unknown(X,[X|L],L).
unknown(X,[_|L],R) :-
unknown(X,L,R).
Explanation: the second clause of combination/3 looks to select an element from the list L, which the predicate unknown/3 does in a linear manner, returning the remainder, Rem. Once the number of elements selected out of list L exceeds N, the base case is triggered (the first clause of combination/3) which terminates the branch. Note that the definition of combination/3 relies on the non-deterministic nature of unknown/3 which leaves choice-points for selecting alternate list elements.

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