Sure, it`s widely used in multiobjective optimisation be it GAs or other 
evolutionary algorithms. I read the table of numbers as being two columns for 
the 2 objectives, and 11 rows for best GA results so far? Just trying to 
understand the optimisation problem, as my background is in optimisation :-)

Chris Brooks

Sent from my ASUS Eee Pad

Michael Schippling <sc...@santafe.edu> wrote:



> OK, this is for my own amusement only...
> 
> What the heck are you guys talking about?
> 
> By "pareto front" do you mean the, slowly,
> improving set of values discovered by the GA?
> I've only heard pareto optimum in game theory,
> not GA's, but it seems to fit.
> 
> If that list of numbers is meant to represent
> X-Y locations for nodes, they plot out to be
> along the two axes. That doesn't seem to be
> very optimal for coverage of a 2-D area.
> 
> I will be of no use in testing, but I believe
> TOSSIM allows one to specify locations in its
> setup files, so you should be able to plug them
> in with appropriate scaling.
> 
> And I guess the insertion of telephone # links
> was a feature of someone's iPhone having a little
> fun with it's users?
> 
> MS
> 
> Not sent from no iPone or nuthin like it
> 
> 
> Chris Brooks wrote:
>> So are those values lying on the pareto front found by the GA? I
>> think we need more info to figure out what you are trying to
>> accomplish! For a start, what were the design variables of your
>> optimisation?
>> 
>> 
>> 
>> 
>> Chris Brooks
>> 
>> Sent from my ASUS Eee Pad
>> 
>> Michael Schippling <sc...@santafe.edu> wrote:
>> 
>> 
>> 
>>> uh... what are those values of? secondarily, why do some of them
>>> seem to show as telephone numbers?
>>> 
>>> MS
>>> 
>>> T O wrote:
>>>> Hi,
>>>> 
>>>> I have a Multi-objective Genetic Algorithm that i am optimising,
>>>> the algorithm outputs the values below. The first objective is
>>>> maximising the efficiency of the network by lowering energy
>>>> depletion(minimising energy depletion) and the second is
>>>> maximising the number of nodes to achieve full coverage.
>>>> 
>>>> 0.943164 0.000163251 <tel:0.000163251> 0.000346453
>>>> <tel:0.000346453> 0.254052 0.583485 0.000419807 <tel:0.000419807>
>>>>  0.289261 0.000633636 <tel:0.000633636> 0.896291 0.000314365
>>>> <tel:0.000314365> 0.100863 0.000900134 <tel:0.000900134> 
>>>> 0.000730138 <tel:0.000730138> 0.179723 0.0010259 0.0163291 
>>>> 0.0509728 0.00154449 0.000590426 <tel:0.000590426> 0.248574 
>>>> 0.00175349 0.001788
>>>> 
>>>> So from the output values above I wanted to simulate a wireless
>>>> sensor network.
>>>> 
>>>> If you could help me with this it would be greatly appreciated.
>>>> 
>>>> Regards
>>>> 
>>>> Thomas
>>>> 
>>>> 
>>>> ------------------------------------------------------------------------
>>>> 
>>>> 
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>>>> 
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>> 
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