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Fix flocking behaviour #73

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Merged
Tortar merged 7 commits into from
Sep 21, 2023
Merged

Fix flocking behaviour #73

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5178fa1
Fix flocking behaviour
Tortar Sep 20, 2023
5213f5d
Update Flocking.jl
Tortar Sep 20, 2023
776e5fc
Update boid.py
Tortar Sep 20, 2023
cfb1887
Update boid.py
Tortar Sep 20, 2023
b6f3303
Update Flocking.jl
Tortar Sep 20, 2023
352f224
Update boid.py
Tortar Sep 20, 2023
76af736
Update README.md
Tortar Sep 21, 2023
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4 changes: 2 additions & 2 deletions Flocking/Agents/Flocking.jl
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Expand Up @@ -37,7 +37,7 @@ function flocking_agent_step!(bird, model)
match = separate = cohere = (0.0, 0.0)
for neighbor in neighbor_agents
N += 1
heading = neighbor.pos .- bird.pos
heading = get_direction(bird.pos, neighbor.pos, model)
cohere = cohere .+ heading
match = match .+ neighbor.vel
if sum(heading.^2) < bird.separation^2
Expand All @@ -48,7 +48,7 @@ function flocking_agent_step!(bird, model)
cohere = cohere .* bird.cohere_factor
separate = separate .* bird.separate_factor
match = match .* bird.match_factor
bird.vel = bird.vel .+ (cohere .+ separate .+ match) ./ N
bird.vel = bird.vel .+ (cohere .+ separate .+ match) ./ N
bird.vel = bird.vel ./ norm(bird.vel)
move_agent!(bird, model, bird.speed)
end
7 changes: 3 additions & 4 deletions Flocking/Mesa/boid.py
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Expand Up @@ -72,11 +72,10 @@ def step(self):
separation_vector -= heading
match_vector += neighbor.velocity
N = max(N, 1)
cohere = cohere / N * self.cohere_factor
cohere = cohere * self.cohere_factor
separation_vector = separation_vector * self.separate_factor
match_vector = match_vector / N * self.match_factor
#self.velocity = (self.velocity + cohere + separation_vector + match_vector) / 2
self.velocity += (cohere + separation_vector + match_vector) / 2
match_vector = match_vector * self.match_factor
self.velocity += (cohere + separation_vector + match_vector) / N
self.velocity /= np.linalg.norm(self.velocity)
new_pos = self.pos + self.velocity * self.speed
self.model.space.move_agent(self, new_pos)
4 changes: 2 additions & 2 deletions README.md
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Expand Up @@ -22,8 +22,8 @@ These are the results of the latest comparison:
|:------------------:|:---------------:|:------------:|:------------:|:---------------:|
| WolfSheep-small | 1 | 66.8x | 12.2x | 40.8x |
| WolfSheep-large | 1 | 21.3x | 8.3x | 28.5x |
| Flocking-small | 1 | 18.3x | 16.9x | 134.2x |
| Flocking-large | 1 | 3.2x | 18.5x | 108.1x |
| Flocking-small | 1 | 18.7x | 17.4x | 183.3x |
| Flocking-large | 1 | 3.1x | 19.8x | 209.7x |
| Schelling-small | 1 | 77.5x | 23.7x | 59.4x |
| Schelling-large | 1 | 6.9x | 32.8x | 68.4x |

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