Ben,

I agree with what you said in the previous email.

However, since we already touched this point in the second time, there
may be people wondering what the difference between NARS and PLN
really is.

Again let me use an example to explain why the truth-value function of
abduction/induction should be asymmetric, at least to me. Since
induction is more intuitive, I'll use it.

The general induction rule in NARS has the following form

M-->P <t_1>
M-->S <t_2>
-----------------
S-->P <t_a>
P-->S <t_b>

where each truth value has a "frequency" factor (for
positive/negative), and a "confidence" factor (for sure/unsure).

A truth-value function is symmetric with respect to the premises, if
and only if <t_a> = <t_b> for all <t_1> and <t_2>. Last time you
mentioned the following abduction function of PLN:
   s3  = s1 s2 + w (1-s1)(1-s2)
which is symmetric in this sense.

Now, instead of discussing the details of the NARS function, I only
explain why it is not symmetric, that is, when t_a and t_b are
different.

First, positive evidence lead to symmetric conclusions, that is, if M
support S-->P, it will also support P-->S. For example, "Swans are
birds" and "Swans are swimmers" support both "Birds are swimmers" and
"Swimmers are birds", to the same extent.

However, the negative evidence of one conclusion is no evidence of the
other conclusion. For example, "Swallows are birds" and "Swallows are
NOT swimmers" suggests "Birds are NOT swimmers", but says nothing
about whether "Swimmers are birds".

Now I wonder if PLN shows a similar asymmetry in induction/abduction
on negative evidence. If it does, then how can that effect come out of
a symmetric truth-function? If it doesn't, how can you justify the
conclusion, which looks counter-intuitive?

Pei



On Fri, Oct 10, 2008 at 4:57 PM, Ben Goertzel <[EMAIL PROTECTED]> wrote:
>
> Sorry Pei, you are right, I sloppily  mis-stated!
>
> What I should have said was:
>
> "
> the result that the NARS induction and abduction *strength* formulas
> each depend on **only one** of their premise truth values ...
> "
>
> Anyway, my point in that particular post was not to say that NARS is either
> good or bad in this aspect ... but just to note that this IMO is a
> conceptually
> important point that should somehow "fall right out" of a probabilistic
> (or nonprobabilistic) derivation of NARS, rather than being achieved via
> carefully fitting complex formulas to produce it...
>
> ben g
>
> On Fri, Oct 10, 2008 at 4:48 PM, Pei Wang <[EMAIL PROTECTED]> wrote:
>>
>> On Fri, Oct 10, 2008 at 4:24 PM, Ben Goertzel <[EMAIL PROTECTED]> wrote:
>> >
>> > In particular, the result that NARS induction and abduction each
>> > depend on **only one** of their premise truth values ...
>>
>> Ben,
>>
>> I'm sure you know it in your mind, but this simple description will
>> make some people think that NARS is obvious wrong.
>>
>> In NARS, in induction and abduction the truth value of the conclusion
>> depends on the truth values of both premises, but in an asymmetric
>> way. It is the "frequency" factor of the conclusion that only depends
>> on the frequency of one premise, but not the other.
>>
>> Unlike deduction, the truth-value function of induction and abduction
>> are fundamentally asymmetric (on negative evidence), with respect to
>> the two premises. Actually, it is the PLN functions that looks wrong
>> to me, on this aspect. ;-)
>>
>> Pei
>>
>>
>> -------------------------------------------
>> agi
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>
>
>
> --
> Ben Goertzel, PhD
> CEO, Novamente LLC and Biomind LLC
> Director of Research, SIAI
> [EMAIL PROTECTED]
>
> "Nothing will ever be attempted if all possible objections must be first
> overcome "  - Dr Samuel Johnson
>
>
> ________________________________
> agi | Archives | Modify Your Subscription


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