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Ant colony optimization with individual ant behaviour?

post #1 of 8
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How can I add an individual ant behaviour such that the ant can only carry a certain weight? I've tried the bin-packing algorithm to no avail. My problem is when the.pheromen is updated where I can check against a weight?
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post #2 of 8
I don't know what you are talking about but:


Let me be the first to welcome our new ant overlords smile.gif
    
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post #3 of 8
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Quote:
Originally Posted by Kip69 View Post

I don't know what you are talking about but:
Let me be the first to welcome our new ant overlords smile.gif

Basically it's about http://en.wikipedia.org/wiki/Ant_colony_optimization_algorithms. It's about combinations and permutations. When you have a random generator selecting numbers from 1 - 16 and you have 4 arrays with A = array (1), B = array (2,3,4), C = array ( 6,7,8,9,10), D = array (11,12,13,14,15,16) then the propabilities of A,B,C,D is 1,3,5,7. The chance for (not having an) A is 1/16, B 3/16, C is 5/16, D 7/16.

Suppose you have formula D(i,j) with a probability P this is called edge detection. I need another parameter that can control the weight carry by an ant because my can carry up to a certain weight and I need to maximize the weight and the distance the ant travels.

Maybe it's P(x) because I also have the lower bound. The probabilities should change with the weight and the maximum is X. The lowest weight should be more desirable then the heavier weigths.
Edited by Recursion - 10/24/12 at 4:47am
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post #4 of 8
Don't forget that you also have speed of carry affected by weight. An ant can go so fast when carrying up to so much then will slow down if more is added. Until the speed is 0 and that is the maximum the ant can carry.
    
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post #5 of 8
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Quote:
Originally Posted by Kip69 View Post

Don't forget that you also have speed of carry affected by weight. An ant can go so fast when carrying up to so much then will slow down if more is added. Until the speed is 0 and that is the maximum the ant can carry.

Maybe I can use the wilson intervall? The probability for a weight needs to be maximize. I don't need a solution either because it's a meta heuristic and it should only produce good solutions.
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post #6 of 8
Thread Starter 
Quote:
Originally Posted by Kip69 View Post

Don't forget that you also have speed of carry affected by weight. An ant can go so fast when carrying up to so much then will slow down if more is added. Until the speed is 0 and that is the maximum the ant can carry.

Yes, when you mean an euklidian space it's true. But I don't think it has something to do with triangle inequality. It's just about a weight and how much the ant can carry it in how much time.
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post #7 of 8
Thread Starter 
Quote:
Originally Posted by Recursion View Post

Basically it's about http://en.wikipedia.org/wiki/Ant_colony_optimization_algorithms. It's about combinations and permutations. When you have a random generator selecting numbers from 1 - 16 and you have 4 arrays with A = array (1), B = array (2,3,4), C = array ( 6,7,8,9,10), D = array (11,12,13,14,15,16) then the propabilities of A,B,C,D is 1,3,5,7. The chance for (not having an) A is 1/16, B 3/16, C is 5/16, D 7/16.
Suppose you have formula D(i,j) with a probability P this is called edge detection. I need another parameter that can control the weight carry by an ant because my can carry up to a certain weight and I need to maximize the weight and the distance the ant travels.
Maybe it's P(x) because I also have the lower bound. The probabilities should change with the weight and the maximum is X. The lowest weight should be more desirable then the heavier weigths.

That's not very accurate. The chance to get A is 1:15, B is 1:13, C is 1:11 and D is 1:9. Look here http://www.mathforum.org/library/drmath/view/56706.html. Or is it the chance of not getting A is 1:15?
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post #8 of 8
Thread Starter 
Quote:
Originally Posted by Recursion View Post

That's not very accurate. The chance to get A is 1:15, B is 1:13, C is 1:11 and D is 1:9. Look here http://www.mathforum.org/library/drmath/view/56706.html. Or is it the chance of not getting A is 1:15?

I think 1:15 means not to get an A for example:

Maybe I asked the question wrong, but I don't understand. If one event happens 1 in 30 times, and another happens 1 in 19 times, how can the chance of either occuring be over 1 in 600?

Shouldn't it be at least less than 1 in 19?
You weren't clear on the question.

When you say 30:1 in favor of event 1, then the probability that event 1 occurs is 30/31.

When you say 30:1 against event 1 occurring, then the probability that event 1 occurs is 1/31.

1/31 + 1/20 - 1/31*1/20 = 5/62

which is equivalent to odds "against" of 57 : 5
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Budget-PC
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CPUCPUMotherboardGraphics
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Sapphire HD 6950 Corsair XMS3 PC-12080 Kingston Hitachi 
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Western Digital Samsung Western Digital LG DVD-RW DH16A1L 
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Scythe Musashi 140 mm Cooltek fan Scythe Musashi 92 mm fan Noname 
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Antec Kühler 920 Phobya G-Silent 12 Phobya G-Silent 12 Noctua NF-P12 premium fan 
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Noctua NF-P12 premium fan noctua NH-U12P SE2 140 mm Cooltek fan 140 mm Cooltek fan 
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140 mm Cooltek fan Windows 7 Ultimate OpenSuSE 12.2 22" LG Flatron W2243T 
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ATX Adapter-SET Cable 20 Pin to 24 Pin 12volt 4x 3-pin power cable adapter 2x Y 3-pin power cable AMD Crossfire Bridge 70 mm 
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Wireless PCI-adapter Gigabyte GA-990FXA UD3 Rev. 3 
CPUMotherboardGraphicsRAM
AMD Athlon 2x 2800 Mhz Asrock N68C-S UCC ATI Radeon HD 4300 Noname Ram 
Hard DriveCoolingCoolingCooling
Samsung LC Power Cosmo Cool LC-CC95 Arctic Cooler F9 PWM Arctic Cooler F8 PWM 
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Windows 7 Ultimate 27" Acer Noname 3.5" 1.44 MB disk drive  
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