Prolog taking inverse of a predicate - prolog

I got a database that looks like
hasChild(person1, person2).
hasChild(person1, person3).
hasChild(person4, person5).
Which means that (for example) person1 has child named person2.
I then create a predicate that identifies if the person is a parent
parent(A):- hasChild(A,_).
Which identifies if the person is a parent, i.e. has any children
Then I try to create a predicate childless(A) that should return true if the user doesn't have any children which is basically an inverse of parent(A).
So I have 2 questions here:
a) is it possible to somehow take an "inverse" of a predicate, like childless(A):-not(parent(A)). or in any other way bypass this using the hasChild or any other method?
b) parent(A) will return true multiple times if the person has multiple children. Is it possible to make it return true only once?

For problem 1, yes. Prolog is not entirely magically delicious to some because it conflates negation and failure, but you can definitely write:
childless(X) :- \+ hasChild(X, _).
and you will see "true" for people that do not have children. You will also see "true" for vegetables, minerals, ideologies, procedures, shoeboxes, beer recipes and unfeathered bipeds. If this is a problem for you, a simple solution is to improve your data model, but complaining about Prolog is a very popular alternative. :)
For problem 2, the simplest solution is to use once:
parent(A) :- once(hasChild(A, _)).
This is a safer alternative to using the cut operator, which would look like this:
parent(A) :- hasChild(A, _), !.
This has a fairly significant cost: parent/1 will only generate a single valid solution, though it will verify other correct solutions. To wit:
?- parent(X).
X = person1.
Notice it did not suggest person4. However,
?- childless(person4).
true.
This asymmetry is certainly a "code smell" to most any intermediate Prolog programmer such as myself. It's as though Prolog has some sort of amnesia or selective hearing depending on the query. This is no way to get invited to high society events!
I would suggest that the best solution here (which handles the mineral/vegetable problem above as well) is to add some more facts about people. After all, a person exists before they have kids (or do they?) so they are not "defined" by that relationship. But continuing to play the game, you may be able to circumvent the problem using setof/3 to construct a list of all the people:
parent(Person) :-
setof(X, C^hasChild(X, C), People),
member(Person, People).
The odd expression C^hasChild(X, C) tells Prolog that C is a free variable; this ensures that we get the set of all things in the first argument of hasChild/2 bound to the list People. This is not first-order logic anymore folks! And the advantage here is that member/2 will generate for us as well as check:
?- parent(person4).
true.
?- parent(X).
X = person1 ;
X = person4.
Is this efficient? No. Is it smart? Probably not. Is it a solution to your question that also generates? Yes, it seems to be. Well, one out of three ain't bad. :)
As a final remark, some Prolog implementations treat not/1 as an alias for \+/1; if you happen to be using one of them, I recommend you not mistake compatibility with pre-ISO conventions for a jovial tolerance for variety: correct the spelling of not(X) to \+ X. :)

Here's another way you could do it!
Define everything you know for a fact as a Prolog fact, no matter if it is positive or negative.
In your sample, we define "positives" like person/1 and "negatives" like childless/1. Of course, we also define the predicates child_of/2, male/1, female/1, spouse_husband/2, and so on.
Note that we have introduced quite a bit of redundancy into the database.
In return, we got a clearer line of knowns/unknowns without resorting to higher-order constructs.
We need to define the right data consistency constraints:
% There is no person which is neither male nor female.
:- \+ (person(X), \+ (male(X) ; female(X))).
% Nobody is male and female (at once).
:- \+ (male(X), female(X)).
% Nobody is childless and parental (at once).
:- \+ (childless(X), child_of(_,X)).
% There is no person which is neither childless nor parental.
:- \+ (person(X), \+ (childless(X) ; child_of(_,X))).
% There is no child which is not a person.
:- \+ (child_of(X,_), \+ person(X)).
% There is no parent which is not a person.
:- \+ (child_of(_,X), \+ person(X)).
% (...plus, quite likely, a lot more integrity constraints...)
This is just a rough sketch... Depending on your use-cases you could do the modeling differently, e.g. using relations like parental/1 together with suitable integrity constraints. YMMY! HTH

Related

Guidelines for implementing predicates like dif/2

Suppose I have a predicate foo/2 which defines a relation between its first and second argument.
What is the most idiomatic and efficient way to change the implementation of foo/2 such that:
if both of its arguments are ground, it acts as before (succeeds if the relation holds, fails otherwise).
if one of the two arguments (or both) are free, it "constrains" those two arguments so that when they will get grounded, the relation will be checked.
In other words, how to correctly implement the behaviour exhibited by dif/2 but with any kind of user-defined relation?
listing(dif/2). was of little help.
Different Prolog implementations provide different features to accomplish this. The mechanism is variously known as coroutining, delayed goals, constraints, and your Prolog system's manual will provide more information.
Here are two variants, which are available in SICStus Prolog and also some other systems.
block/1 directive
In SICStus Prolog (and possibly some other systems), one way to lift a user-defined predicate to such a constrained version is available via the declarative block declaration.
Interestingly, this does not require any changes to the predicate itself!
Suppose you have an impure version of dif/2, using the non-monotonic (\=)/2 predicate:
madif(X, Y) :-
X \= Y.
Then you can turn it into a delayed version for example with:
:- block madif(-, ?),
madif(?, -).
madif(X, Y) :-
X \= Y.
Sample queries and answers:
| ?- madif(a, b).
yes
| ?- madif(a, X).
user:madif(a,X) ? ;
no
| ?- madif(a, X), X = b.
X = b ? ;
no
| ?- madif(X, Y).
user:madif(X,Y) ? ;
no
As required, the evaluation of the goal is delayed until both arguments are instantiated.
when/2
A second way to accomplish this with SICStus Prolog (and other systems that provide this feature) is to use when/2. This requires changes to the predicate itself.
For example, using when/2, you can implement madif/2 like this:
madif(X, Y) :-
when((ground(X),
ground(Y)), X \= Y).
Sample queries and answers:
| ?- madif(X, a).
prolog:trig_ground(X,[],[X],_A,_A),
prolog:when(_A,(ground(X),ground(a)),user:(X\=a)) ? ;
no
| ?- madif(X, a), X = b.
X = b ? ;
no
First and foremostly,
Take the user's viewpoint
... and not that of an implementer. All too often this is ignored – also in existing constraint implementations. And it shows. So here are the most salient aspects to take into account.
Correctness
Obviously this should hold. It is always better to produce clean errors, mostly instantiation errors, better to flounder forever, even better to loop forever than to fail incorrectly. If all else breaks you can wrap your attempt with freeze(_, G_0). Note that you do need a working toplevel to actually see such floundering goals. SICStus has such a toplevel1, in SWI you need to wrap your query as call_residue_vars(Query_0, Vs) to see all attached constraints.
Consistency
Next you want to ensure that your constraint ensures consistency as much as possible. There are many notions of consistency like, domain and bounds consistency. To take your precise requirement think of difgrn/2 and compare it to the built-in dif/2:
difgrn(X, Y) :-
when((ground(X), ground(Y)), X \== Y).
| ?- difgrn(X, X).
prolog:trig_ground(X,[],[X],_A,_B),
prolog:trig_ground(X,[],[X],_A,_C),
prolog:trig_and(_C,[],_A,_B,_A),
prolog:when(_A,(ground(X),ground(X)),user:(X\==X)) ? ;
no
| ?- dif(X, X).
no
| ?- difgrn([], [_]).
prolog:trig_ground(_A,[],[_A],_B,_C),
prolog:trig_and(_C,[],_B,1,_B),
prolog:when(_B,(ground([]),ground([_A])),user:([]\==[_A]))
| ?- dif([], [_]).
yes
One way to implement dif/2 in full strength is to use the very special condition (?=)/2:
difwh(X,Y) :- when(?=(X,Y), X\==Y).
which should answer your question as best as one can:
In other words, how to correctly implement the behaviour exhibited by dif/2 but with any kind of user-defined relation?
But unfortunately, this does not extend to anything else.
The situation becomes even more complex if one considers consistency between various constraints. Think of X in 1..2, dif(X, 1), dif(X, 2).
Answer projections
(For lack of a better word.) Sometimes you want to see your constraints nicely on the toplevel - and the best way is to represent them as goals that themselves will reestablish the exact state required to represent an answer.
See above trig_ground answers, which certainly could be beautified a bit.
Variable projections
Same as answer projections but possible at any point in time, via frozen/2 or copy_term/3.
Subsumption checking
This is useful for diagnostic purposes and loop checks.
For purely syntactic terms, there is subsumes_term/2 which ignores constraints. A prerequisite to perform an effective test is to connect each involved variable to the actual constraint. Consider the goal freeze(X, Y = a) and imagine some subsumption checking with Y as an argument. If Y is no longer attached to the information (as it usually is with current implementations of freeze/2) you will come to the wrong conclusion that this Y subsumes b.
Note as for the actual example of dif/2, this was the very first constraint ever (1972, Prolog 0). A more elaborate description gives Michel van Caneghem in L'anatomie de Prolog, InterÉditions 1986 and Lee Naish in Papers about MU-Prolog.
1 Half-true. For library(clpfd) you need assert(clpfd:full_answer).

Prolog: deduction given that items can be in exactly one of two sets, with set sizes known

I have 5 people in a room. I'll be writing rules to determine whether the people are happy or sad. However, before I even start with that, I have the overlying knowledge that - of the 5 - exactly 3 are happy and 2 are sad (and none can be both). It should therefore be possible to make deductions based on this: if - by any means - I know who the three happy people are, then I can deduce the two sad people, and vice versa.
What I've got so far is as follows:
person(bob).
person(tim).
person(steve).
person(roy).
person(jack).
sad(bob).
sad(tim).
happy(X) :-
person(X),
\+ sad(X),
findall(Y, sad(Y), YS),
length(YS, 2).
When asked happy(X), Prolog will give me Roy, Steve and Jack, because it already knows who the two sad people are. Problem: I'm unable to define a sad/1 rule in the same manner, because of the mutual recursion with happy/1. I want to be able to add in rules such that the outcome in the above example remains the same, yet the following initialisation would list Bob and Tim as sad:
person(bob).
person(tim).
person(steve).
person(roy).
person(jack).
happy(steve).
happy(roy).
happy(jack).
Is there a better way I should be thinking about this? It's important that I'll be able to go on to later write more rules for sad/1 and happy/1, adding additional logic beyond the fact that deduction should be possible based on the knowledge that the 5 are split into 3 happy and 2 sad.
How about using clpb?
:- use_module(library(clpb)).
Sample query:
?- Hs = [Bob,Tim,Steve,Roy,Jack],
sat(card([3],Hs)), % exactly three are happy.
(
Who = sad, sat(~H_bob * ~H_tim) % specify the sad ones ...
; Who = happy, sat(H_jack * H_roy * H_steve) % ... OR the happy ones?
),
labeling(Hs).
Who = sad, Bob = 0, Tim = 0, Jack = 1, Roy = 1, Steve = 1, Hs = [0,0,1,1,1]
; Who = happy, Bob = 0, Tim = 0, Jack = 1, Roy = 1, Steve = 1, Hs = [0,0,1,1,1].
Sorting the logic out is a matter of consistency and avoiding conflicting meanings of a given predicate or fact.
Your definition of sad/1 is currently a fact that results in one result for each backtrack to the query, sad(X). But your definition of happy/1 generates a list. That leaves you with how you want to define sad/1 to generate a list, which would be in conflict with your current definition of sad/1 as a query that is true if the argument is a sad person.
A more consistent approach would be define happy/1 to behave the way sad/1 behaves:
happy(X) :-
person(X),
\+ sad(X).
Then you can define your list versions:
happy_all(A) :-
findall(X, happy(X), A).
sad_all(A) :-
findall(X, sad(X), A).
Now the above assumes you have explicit facts for person/1 which defines the universe of all valid people, and sad/1 which defines who the sad ones are. It also assumes that if a person isn't sad, then they must be happy.
You could flip this around and explicitly define happy people with happy/1 facts, then define sad/1 in terms of people not being happy assuming that a person must be happy if they aren't sad:
sad(X) :-
person(X),
\+ sad(X).
And the happy_all/1 and sad_all/1 predicates will still apply.
If you want to mix your facts with happy/1 and sad/1, this can create a consistency issue: (1) cases where a person isn't defined as happy or sad... then what are they? and (2) what if a person is defined as both happy and sad?
Semantically, you may want to define both sad/1 and happy/1 explicitly if you are also allowing for someone not being either happy or sad. You can do this:
person(bob).
person(tim).
person(steve).
person(roy).
person(jack).
sad(bob).
sad(tim).
happy(steve).
happy(roy).
happy_all(A) :-
findall(X, happy(X), A).
sad_all(A) :-
findall(X, sad(X), A).
But not define predicates for happy/1 or sad/1 since they are already facts. That keeps things simple. We just don't know if jack is happy or sad.
But what if we want to say that if a person isn't happy or sad, then they must be happy and add that rule back in. To avoid the looping you mentioned, we don't to be mixing rule names with fact names. In that case:
person(bob).
person(tim).
person(steve).
person(roy).
person(jack).
sad(bob).
sad(tim).
happy(steve).
happy(roy).
% A person is happy if they are, in fact, happy
happy_person(X) :-
happy(X),
% A person is happy if they are neither happy or sad
happy_person(X) :-
person(X),
\+ happy(X),
\+ sad(X).
% A person is sad if they are, in fact, sad
sad_person(X) :-
sad(X).
% Who are all the happy people?
happy_all(A) :-
findall(X, happy_person(X), A).
% Who are all the sad people?
sad_all(A) :-
findall(X, sad_person(X), A).

In Prolog how can I cut redundant answers

I am working on a dictionary-like program with prolog, and my code goes like this:
define(car,vehicle).
define(car,that).
define(car,has).
define(car,four).
define(car,wheels).
define(wheels,round).
define(wheels,object).
define(wheels,used).
define(wheels,in).
define(wheels,transportation).
defined(X):-define(X,_).
anotherdefined(X):- \+ undefined(X).
undefined(X):- \+define(X,_).
I am trying to write a defined/1 predicate which will give me:
?-defined(X).
X = car ;
X = wheels ;
false.
Yet, my defined/1 gives me X=car. five times (naturally) for everytime it counters define(car,_).
and my anotherdefined/1 gives me only true. What is the method to stop prolog backtracking to the other instances of define(car,_).,and skip to define(wheels,_).?
Edit: I have written the following lines to get the result I want with givedefinedword/1,
listdefined(X):-findall(Y,defined(Y),Z),sort(Z,X).
givedefinedword(X):-listdefined(List),member(X,List).
However since I wanted an efficient predicate (which I will use in many others) it beats the purpose. This predicate does too much process.
Or, Would it be better to use a predicate that modifies the code? say prepares a list of defined words, and modifies it when new definitions are added.
Thanks.
If you change define to relate items and lists, like
definelist(car, [vehicle, that, has, four, wheels]).
% etc.
defined(X) :- definelist(X, _).
then defined will no longer produce duplicates, nor require linear space.
Of course, a query define(X, Y) must now be performed as definelist(X, L), member(Y, L). If you want this to be efficient as well, you may need to duplicate all definitions.
What are you trying to achieve with your program? It seems that you want to have facts in the form:
"A car is a vehicle that has four wheels"
"Wheels are round objects used in transportation" (a bit vague)
How are you going to use these facts? #larsmans suggestion if perfectly fine, if you want to just have your statement as a "sentence". It really depends what you will do with the information though.
Consider structuring the information in your database:
is(car, vehicle).
is(bicycle, vehicle).
is(boat, vehicle).
has(car, wheel(four)).
has(car, motor).
has(bicycle, wheel(two)).
Given this database, you can at least ask a question like, "what vehicles are there?", "does a bicycle have a motor?", or maybe, "how many wheels does a car have?", or "which vehicles have no wheels?"
?- is(X, vehicle).
?- has(bicycle, motor).
?- has(car, wheel(N)).
?- is(X, vehicle), \+ has(X, wheel(_)).
and so on.
Once you have defined your problem better, you can define your data structures better, which will make writing a program to solve your problem easier.

Reverse lookup in Prolog? (how do I find everything that is true about X?)

So, let's say I have the following in a Prolog database:
person(john).
person(mary).
happy(john).
It is clear to that if I want to list all people, I can type:
person(X).
But, what if I want to find all the things that are true about john? I cannot do:
X(john).
But the effect I would like is to be able to put in "john" and get back "person" and "happy".
There is clearly another way I could store my information:
is(person, john).
is(person, mary).
is(happy, john).
And then, I can do:
is(X, john).
But I lose some expressiveness here. I really would like to be able to do something like:
X(john).
Any ideas?
Thanks!
Parameterizing a query over predicates (as in finding ∀x over x(...)) is not usually possible natively in PROLOG, as this sort of thing is a second- (or, higher)-order logic operation, whereas PROLOG is based on first-order logic.
There are, however, descriptions of how implementations of higher-order logic functions in PROLOG are possible, at least to a limited extent - there are real uses for such functionality. See The Art Of Prolog, Chapter 16, and Higher-order logic programming in Prolog by Lee Naish.
Hm, from my experience, that's not the typical use case of Prolog. If you want to enumerate all "facts" about John, you would first have to define them as terms, and encode their arity. Then you can use call/N and go down the rabbit hole another notch (from memory with the help of GNU Prolog):
relation(1,person).
relation(2,married).
person(john).
married(john,mary).
? relation(1,X), call(X,john).
X = person
| ?- relation(2,X),call(X,john,Y).
X = married
Y = mary
Note that using call has many interesting issues and potential for runtime errors.
This is an approximation:
all_predicates(Term) :-
current_predicate(_, Pred), %% match Pred to any currently defined predicate
\+ predicate_property(Pred, built_in), %% filter out the built-in predicates
functor(Pred, Name, 1), %% check that Pred has 1 argument and match Name to its name
Goal =.. [Name, Term], %% construct the goal Name(Term)
call(Goal). %% Note that if Pred has side effects, they will happen.

Prolog — symmetrical predicates

I have to simulate family tree in prolog.
And i have problem of symetrical predicates.
Facts:
parent(x,y).
male(x).
female(y).
age(x, number).
Rules:
blood_relation is giving me headache. this is what i have done:
blood_relation(X,Y) :- ancestor(X,Y).
blood_relation(X,Y) :- uncle(X,Y)
; brother(X,Y)
; sister(X,Y)
; (mother(Z,Y),sister(X,Z))
; (father(Z,Y),sister(X,Z))
; (father(Z,Y),brother(X,Z)).
blood_relation(X,Y) :- uncle(X,Z)
, blood_relation(Z,Y).
and I am getting i think satisfactory results(i have double prints - can i fix this), problem is that i want that this relation be symmetrical. It is not now.
blood_relation(johns_father, john):yes
blood_relation(john,johns_father): no
so..is there a way to fix this.
And i need query: All pairs that are not in blood_relation..
Update:
What kinds of relationships is the first statement supposed to satisfy?
blood_relation(X,Y):-blood_relation(X,Y).
sorry..it is a bad copy/paste..it
blood_relation(X,Y):-ancestor(X,Y).
Now fixed above.
here are other rules:
father(X,Y) :-
parent(X,Y),male(X).
mother(X,Y) :-
parent(X,Y),female(X).
brother(X,Y) :-
parent(Z,X),parent(Z,Y),
male(X).
sister(X,Y) :-
parent(Z,X),parent(Z,Y),
female(X).
grandFather(X,Y) :-
parent(Z,Y),parent(X,Z),
male(X).
grandMother(X,Y) :-
parent(Z,Y),
parent(X,Z),female(X).
uncle(X,Y) :-
mother(Z,Y),brother(X,Z).
ancestor(X,Y) :-
ancestor(X,Y).
ancestor(X,Y) :-
parent(X,Z),ancestor(Z,Y).
Mother's brother is in uncle definition. It's kind of strange. I've got rules that I need to implement, and I don't know how I can implement rules besides that. I'm just confused.
Any idea how to make blood_relation symmetric? And not_blood_relation is a new rule. And I need query. This one is really giving me headache. Maybe because relation is written like crap.
And there are no more facts. That's all. All rules, and all facts.
query.. not(blood_relation(X,Y)) doesn't work, and I really don't know why.
For example query:
age(X,Y), Y>18,
not(parent(X,Z)),write(X),nl,fail.
works just fine
The naive solution to making a particular predicate symmetric isn't that far from a decent one. For the sake of generality, let's look at a friendship relation so people don't get tripped up on uncles and the like.
Here are some facts detailing a friendship relation (where, say, the numbers are user ids and the particular ordering of the arguments came from who initiated the friendship).
friends(1,2).
friends(5,2).
friends(7,4).
You'd initially think a rule like "friends(A,B) :- friends(B,A)." would fix things right up, but this leads you to infinite recursion because it tells prolog that if it just swaps the argument one more time it might just work. There is a predicate called "#</2" that tells you whether one term (even a variable) comes before another in the "standard order of terms". The technical meaning isn't all that important here, but what we care about is that for two different terms it is only true for one ordering of them. We can use this to break the infinite recursion!
This single rule will take care of making "friend/2" symmetric.
friends(A,B) :- A #< B, friends(B,A).
As neat as this is, there is an approach way you should take for large projects. Recall that the ordering of the args in my list of facts had some actual meaning (who initiated the friendship). Adding the final rule destroyed future access to this information and, for other people reading the code, hides the symmetric property in a single line of code which is easy to ignore in the face of a block of hard-coded data.
Condsider the industrial-strength solution:
friended(1,2).
friended(5,2).
friended(7,4).
friends(A,B) :- friended(A,B).
friends(A,B) :- friended(B,A).
It is bulkier, but it reads cleanly without using obscure predicates and retains the original information (which you might want again someday in a real application).
--
As for finding pairs that don't have a specific property, make sure you always include some predicate to provide context in your rule when you use negation to look for actual individuals.
potential_enemies(A,B) :- user(A), user(B), \+ friends(A,B).
A bit looks like a homework, isn't it...
One trick which most of beginners of prolog don't think of is list pattern matching. Think of a tree like [a1,[[a2],[b2,[[e3],[f3]]],[c2]]] as in <tree>=[root,[<tree1>,<tree2>,...]]:
%Y is immediate child of X?
child(X,Y,[X|S]) :- member([Y|_],S).
%pick one tree in S and check
child(X,Y,[X|S]) :- member([Z|SS],S),child(Z,Y,[Z|SS]).
%X and Y end up with same root?
sib(X,Y,[R|T]) :- child(R,X,[R|T]), child(R,Y,[R|T]).
I think you can improve upon this like, using pairs as roots, adding genders, giving names to specific relations of members of the tree...
What kinds of relationships is the first statement supposed to satisfy?
blood_relation(X,Y):-blood_relation(X,Y).
That isn't telling you anything that you don't already "know" and is going to cause you recursion headaches. As for the 'no' answer, is looks like you've already gotten all of the answers from the query that you are going to get, and the interpreter is just telling you that there aren't any more.
You really should post more facts, and the definition of uncle/2, and is there a reason why you're not matching a mother's brother, just her sister? You have lots of other issues to work on :-).
For everything that is not a blood relation, try this:
not_blood_relation(X, Y) :- blood_relation(X, Y), !, fail.
not_blood_relation(X, Y).
And ask yourself why it works!

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