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KeepRubyWeird 2015: Prepare yourself against Zombie epidemic
Christophe Philemotte
October 26, 2015
Programming
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KeepRubyWeird 2015: Prepare yourself against Zombie epidemic
Christophe Philemotte
October 26, 2015
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Transcript
Benjamin Lehman, ©2011
Benjamin Lehman, ©2011 Prepare yourself against Zombie epidemic
Agent Based Model
None
None
None
None
None
Agent Based Model
Map National Geographics, ©2011
map = Map.new(4, 4)
point = Point.new point_north = Point.new point.neighborhood[:north] = point_north point_north.neighborhood[:south]
= point # ...
John DellAngelo, ©2013 Agent
agent = Agent.new(age, start_point, stm)
agent.perceive # => {}
agent.act # => :walk agent.walk(:east)
None
agent.age # => 1
agent.commit # => #<ZombieEpidemic::State:... # @name=:susceptible, ...
State
state = State.new(:susceptible) state.define_possible_actions( ->(agent) { [:walk, :stay, :fight].sample }
)
state.decide_action_for(agent) # => :walk
infected = State.new(:susceptible) state.add_transition( infected, ->(state, agent) { true }
)
state.trigger_transition(agent) # => #<ZombieEpidemic::State:... # @name=:infected, ...
None
State Transition Machine
stm = StateTransitionMachine.new # create states: # - susceptible #
- infected # - zombie # - dead # create transitions # set default initial state
Simulation Loop
steps = 100 agents = create_the_agents steps.times do agents.each do
|agent| agent.act; agent.age end agents.each { |agent| agent.commit } remove_the_deads(agents) end
steps = 100 agents = create_the_agents steps.times do agents.each do
|agent| agent.act; agent.age end agents.each { |agent| agent.commit } remove_the_deads(agents) end
steps = 100 agents = create_the_agents steps.times do agents.each do
|agent| agent.act; agent.age end agents.each { |agent| agent.commit } remove_the_deads(agents) end
steps = 100 agents = create_the_agents steps.times do agents.each do
|agent| agent.act; agent.age end agents.each { |agent| agent.commit } remove_the_deads(agents) end
steps = 100 agents = create_the_agents steps.times do agents.each do
|agent| agent.act; agent.age end agents.each { |agent| agent.commit } remove_the_deads(agents) end
steps = 100 agents = create_the_agents steps.times do agents.each do
|agent| agent.act; agent.age end agents.each { |agent| agent.commit } remove_the_deads(agents) end
steps = 100 agents = create_the_agents steps.times do agents.each do
|agent| agent.act; agent.age end agents.each { |agent| agent.commit } remove_the_deads(agents) end
steps = 100 agents = create_the_agents steps.times do agents.each do
|agent| agent.act; agent.age end agents.each { |agent| agent.commit } remove_the_deads(agents) end
steps = 100 agents = create_the_agents steps.times do agents.each do
|agent| agent.act; agent.age end agents.each { |agent| agent.commit } remove_the_deads(agents) end
None
None
Validation & Calibration
# validation # == # functional test
None
None
# Calibration # f(x, y, z, ?) = a
Simulate & Prepare yourself
Live Demo
None
Outro
? toch _toch toch/zombie_epidemic