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February 2006

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Subject:
From:
George Coles <[log in to unmask]>
Reply To:
ECJ Evolutionary Computation Toolkit <[log in to unmask]>
Date:
Fri, 3 Feb 2006 10:52:38 -0500
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text/plain
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text/plain (58 lines)
Sean,
       Thanks for the reply. I have used the type system in a way 
similar to what you suggest below, using set types, to indirectly 
enforce the kinds of constraints I described. I am indeed in a couple of 
spots using the approach of simply discarding candidate nodes that are 
invalid and repeating until a valid node it returned, but as you said 
this is really slowing my program down.

Sean Luke wrote:

> On Feb 1, 2006, at 4:19 PM, George Coles wrote:
>
>>   I am pretty sure that this is not to be found in ECJ, but I  wanted 
>> to run it by the list. Is there any way to constraint nodes  so that 
>> you can prevent Node A from ever appearing within the  "scope" of 
>> Node B, i.e. anywhere below it in the tree? I don't  think a 
>> constraint based on return type is sufficient.
>
>
> It's sufficient in some cases.  Let's say you have nodes A(x,y), B 
> (x,y), C(x,y) and D().  A can't be in any tree rooted by a B.  You  
> could set up types (I'll indicate atomic types with numbers, set  
> types with braces) like this:
>
> 1 <- A(1,1)
> 1 <- B(2,2)
> 1 <- C(1,1)
> 1 <- D()
>
> 2 <- Ba(2,2)
> 2 <- Ca(2,2)
> 2 <- Da()
>
> Or in compacter form
>
> 1 <- A(1,1)
> {1,2} <- B(2,2)
> 1 <- C(1,1)
> 2 <- Ca(2,2)
> {1,2} <- D()
>
> That is, the children to B are of a different type, and you just  
> repeat all legal nodes that are allowed to be under B to be of that  
> type and to require kids of that type and so on.
>
> If you need more sophisticated checking, you have to check the  
> constraints manually and make sure your particular operators are  
> valid.  A quick and dirty but computationally costly way to do this  
> is to create a BreedingPipeline which repeatedly pulses its  
> subsidiary pipeline until it gets a valid individual, and then  
> returns that individual.  Then you can use that pipeline as your  
> pipeline root with almost anything hung off of it.
>
> Sean
>
>
>

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