SlideShare a Scribd company logo
1
Virtual Bumblebees
James P. Howard, II
MathFest—5 August 2015
Washington, DC
2
Artificial life uses information concepts and computer modeling to
study life in general, and terrestrial life in particular. It aims to explain
particular vital phenomena, ranging from the origin of biochemical
metabolisms to the coevolution of behavioral strategies, and also the
abstract properties of life as such (“life as it could be”).
Artificial Life
The MIT Encyclopedia of the Cognitive Sciences, (Cambridge, Mass: MIT Press, 1999), 37.
3
Squares on a plane are colored variously either black or white. We
arbitrarily identify one square as the "ant". The ant can travel in any of
the four cardinal directions at each step it takes. The ant moves
according to the rules below:
• At a white square, turn 9oº right, flip the color of the square, move
forward one unit
• At a black square, turn 90º left, flip the color of the square, move
forward one unit
The Virtual Ant’s Rules
Langton's ant. (n.d.). In Wikipedia. Retrieved July 22, 2015, from https://en.wikipedia.org/wiki/Langton%27s_ant.
4
Langton Ant Demonstration
5
Steven Levy and Artificial Life
Steven Levy / VintageMarion Ettlinger / Steven Levy
6
The vant itself was a V-shaped construct that moved in the direction of
its point. If the lead cell moved into a blank square on the imaginary
grid, the vant continued moving in that direction. If the square was
blue, the vant turned right and changed the color of that cell to yellow.
If the square was yellow, the vant turned left and changed the color of
the square to blue.
Levy's Description
Steven Levy, Artificial Life: A Report from the Frontier Where Computers Meet Biology, Pantheon Books, 1992, 104.
7
1. At a red dot, turn 90 degrees to the right, turn the dot blue, and
move forward one cell;
2. At a blue dot, turn 90 degrees to left, turn the dot red, and move
forward one cell; and
3. At an empty square, move forward one cell.
Bumblebee Rules
8
Vants reside in an environment that consists of uniformly spaced, fixed
cells that are in one of two states (either blue or yellow in the following
figures). A vant travels in a straight line in empty space. If it
encounters a blue cell, it turns fight and leaves the cell colored yellow.
If it encounters a yellow cell, it turns left and leaves the cell colored
blue.
The Langton Ant
Christopher G. Langton, “Studying artificial life with cellular automata.” Physica D: Nonlinear Phenomena, 22(1), 120-149.
9
Chase’s Initial Vector
10
Beatrix’s Initial Vector
11
Bumblebee Explosion
12
Langton Ant Simulator
13
Applications
• Eusocial behavior
• Network traffic
• Awful screensavers
Next Steps
• Extend to 3, 4, or n dimensions
• Determine if the bees are
turmites
What’s Next

More Related Content

Similar to Virtual Bumblebees

From Pherographia To Color Pherographia
From  Pherographia To  Color  PherographiaFrom  Pherographia To  Color  Pherographia
From Pherographia To Color Pherographia
Carlos M. Fernandes
 
Cellular Automata
Cellular AutomataCellular Automata
Cellular Automata
Abhranil Das
 
How to Make Things Evolve
How to Make Things EvolveHow to Make Things Evolve
How to Make Things Evolve
Hiroki Sayama
 
Artificial life
Artificial lifeArtificial life
Artificial life
abbasyoussof
 
Life
LifeLife
Biology, What is Life?
Biology,  What is Life?Biology,  What is Life?
Biology, What is Life?
Lorraine Stratton
 
Biology: What is Life?
Biology: What is Life?Biology: What is Life?
Biology: What is Life?
Lorraine Stratton
 
Does humanity have a future beyond Earth intel document 19.docx
Does humanity have a future beyond Earth intel document 19.docxDoes humanity have a future beyond Earth intel document 19.docx
Does humanity have a future beyond Earth intel document 19.docx
intel-writers.com
 
Cellular automata
Cellular automataCellular automata
Cellular automata
Abhranil Das
 
Essay On Tuberculosis A Global Health Emergency
Essay On Tuberculosis A Global Health EmergencyEssay On Tuberculosis A Global Health Emergency
Essay On Tuberculosis A Global Health Emergency
Alyssa Ingoldsby
 
The Dimensional Ecology of Omniverse - A Presentation by Alfred Webre
The Dimensional Ecology of Omniverse - A Presentation by Alfred WebreThe Dimensional Ecology of Omniverse - A Presentation by Alfred Webre
The Dimensional Ecology of Omniverse - A Presentation by Alfred Webre
Exopolitics Hungary
 
An Evolutionary Take on Human Nature
An Evolutionary Take on Human NatureAn Evolutionary Take on Human Nature
An Evolutionary Take on Human Nature
TEDtoChina
 
Gurdjieff's Hydrogens Seminar #5: The Side Octave From The Suns and Laws
Gurdjieff's Hydrogens Seminar #5: The Side Octave From The Suns and LawsGurdjieff's Hydrogens Seminar #5: The Side Octave From The Suns and Laws
Gurdjieff's Hydrogens Seminar #5: The Side Octave From The Suns and Laws
The Austin Gurdjieff Society
 
Sbc174 evolution 2014 week2
Sbc174 evolution 2014 week2Sbc174 evolution 2014 week2
Sbc174 evolution 2014 week2
Yannick Wurm
 
The Omniverse/El Omniverso
The Omniverse/El OmniversoThe Omniverse/El Omniverso
The Omniverse/El Omniverso
exouniversity
 
Creation vs Evolution
Creation vs EvolutionCreation vs Evolution
Creation vs Evolution
ckrummeck
 
Touro 2010
Touro 2010Touro 2010
Touro 2010
Neil Theise
 
The cell theory
The cell theoryThe cell theory
The cell theory
norvely
 
australian-science-week-2018-36-display-posters-english_ver_4.pdf
australian-science-week-2018-36-display-posters-english_ver_4.pdfaustralian-science-week-2018-36-display-posters-english_ver_4.pdf
australian-science-week-2018-36-display-posters-english_ver_4.pdf
Elita Borquez Segovia
 
Midterm study guide
Midterm study guideMidterm study guide
Midterm study guide
Jonah Howard
 

Similar to Virtual Bumblebees (20)

From Pherographia To Color Pherographia
From  Pherographia To  Color  PherographiaFrom  Pherographia To  Color  Pherographia
From Pherographia To Color Pherographia
 
Cellular Automata
Cellular AutomataCellular Automata
Cellular Automata
 
How to Make Things Evolve
How to Make Things EvolveHow to Make Things Evolve
How to Make Things Evolve
 
Artificial life
Artificial lifeArtificial life
Artificial life
 
Life
LifeLife
Life
 
Biology, What is Life?
Biology,  What is Life?Biology,  What is Life?
Biology, What is Life?
 
Biology: What is Life?
Biology: What is Life?Biology: What is Life?
Biology: What is Life?
 
Does humanity have a future beyond Earth intel document 19.docx
Does humanity have a future beyond Earth intel document 19.docxDoes humanity have a future beyond Earth intel document 19.docx
Does humanity have a future beyond Earth intel document 19.docx
 
Cellular automata
Cellular automataCellular automata
Cellular automata
 
Essay On Tuberculosis A Global Health Emergency
Essay On Tuberculosis A Global Health EmergencyEssay On Tuberculosis A Global Health Emergency
Essay On Tuberculosis A Global Health Emergency
 
The Dimensional Ecology of Omniverse - A Presentation by Alfred Webre
The Dimensional Ecology of Omniverse - A Presentation by Alfred WebreThe Dimensional Ecology of Omniverse - A Presentation by Alfred Webre
The Dimensional Ecology of Omniverse - A Presentation by Alfred Webre
 
An Evolutionary Take on Human Nature
An Evolutionary Take on Human NatureAn Evolutionary Take on Human Nature
An Evolutionary Take on Human Nature
 
Gurdjieff's Hydrogens Seminar #5: The Side Octave From The Suns and Laws
Gurdjieff's Hydrogens Seminar #5: The Side Octave From The Suns and LawsGurdjieff's Hydrogens Seminar #5: The Side Octave From The Suns and Laws
Gurdjieff's Hydrogens Seminar #5: The Side Octave From The Suns and Laws
 
Sbc174 evolution 2014 week2
Sbc174 evolution 2014 week2Sbc174 evolution 2014 week2
Sbc174 evolution 2014 week2
 
The Omniverse/El Omniverso
The Omniverse/El OmniversoThe Omniverse/El Omniverso
The Omniverse/El Omniverso
 
Creation vs Evolution
Creation vs EvolutionCreation vs Evolution
Creation vs Evolution
 
Touro 2010
Touro 2010Touro 2010
Touro 2010
 
The cell theory
The cell theoryThe cell theory
The cell theory
 
australian-science-week-2018-36-display-posters-english_ver_4.pdf
australian-science-week-2018-36-display-posters-english_ver_4.pdfaustralian-science-week-2018-36-display-posters-english_ver_4.pdf
australian-science-week-2018-36-display-posters-english_ver_4.pdf
 
Midterm study guide
Midterm study guideMidterm study guide
Midterm study guide
 

More from James Howard

Municipal Solid Waste Management in Developing Countries
Municipal Solid Waste Management in Developing CountriesMunicipal Solid Waste Management in Developing Countries
Municipal Solid Waste Management in Developing Countries
James Howard
 
James Howard - The Little Red Menace
James Howard - The Little Red MenaceJames Howard - The Little Red Menace
James Howard - The Little Red Menace
James Howard
 
James Howard - The Culture of Affluence Looks at the Cold War
James Howard - The Culture of Affluence Looks at the Cold WarJames Howard - The Culture of Affluence Looks at the Cold War
James Howard - The Culture of Affluence Looks at the Cold War
James Howard
 
Big Data in the Online Classroom
Big Data in the Online ClassroomBig Data in the Online Classroom
Big Data in the Online Classroom
James Howard
 
NFIP Dissertation Proposal Defense
NFIP Dissertation Proposal DefenseNFIP Dissertation Proposal Defense
NFIP Dissertation Proposal Defense
James Howard
 
NFIP Dissertation Defense
NFIP Dissertation DefenseNFIP Dissertation Defense
NFIP Dissertation Defense
James Howard
 
Numerical Analysis in R
Numerical Analysis in RNumerical Analysis in R
Numerical Analysis in R
James Howard
 
Galaxies and cosmology certificate
Galaxies and cosmology certificateGalaxies and cosmology certificate
Galaxies and cosmology certificate
James Howard
 
Astrobiology and the Search for Extraterrestrial Life
Astrobiology and the Search for Extraterrestrial LifeAstrobiology and the Search for Extraterrestrial Life
Astrobiology and the Search for Extraterrestrial Life
James Howard
 
An Introduction to the U.S. Food System: Perspectives from Public Health
An Introduction to the U.S. Food System: Perspectives from Public HealthAn Introduction to the U.S. Food System: Perspectives from Public Health
An Introduction to the U.S. Food System: Perspectives from Public Health
James Howard
 
Maryland ASPA Awards Nomination 2013
Maryland ASPA Awards Nomination 2013Maryland ASPA Awards Nomination 2013
Maryland ASPA Awards Nomination 2013
James Howard
 
Measuring the Impacts of the National Flood Insurance Program
Measuring the Impacts of the National Flood Insurance ProgramMeasuring the Impacts of the National Flood Insurance Program
Measuring the Impacts of the National Flood Insurance Program
James Howard
 
Review Of The Business Plan
Review Of The Business PlanReview Of The Business Plan
Review Of The Business Plan
James Howard
 
Review of the Columbia Association's Fiscal Targets
Review of the Columbia Association's Fiscal TargetsReview of the Columbia Association's Fiscal Targets
Review of the Columbia Association's Fiscal Targets
James Howard
 
Working with Mediawiki
Working with MediawikiWorking with Mediawiki
Working with Mediawiki
James Howard
 

More from James Howard (15)

Municipal Solid Waste Management in Developing Countries
Municipal Solid Waste Management in Developing CountriesMunicipal Solid Waste Management in Developing Countries
Municipal Solid Waste Management in Developing Countries
 
James Howard - The Little Red Menace
James Howard - The Little Red MenaceJames Howard - The Little Red Menace
James Howard - The Little Red Menace
 
James Howard - The Culture of Affluence Looks at the Cold War
James Howard - The Culture of Affluence Looks at the Cold WarJames Howard - The Culture of Affluence Looks at the Cold War
James Howard - The Culture of Affluence Looks at the Cold War
 
Big Data in the Online Classroom
Big Data in the Online ClassroomBig Data in the Online Classroom
Big Data in the Online Classroom
 
NFIP Dissertation Proposal Defense
NFIP Dissertation Proposal DefenseNFIP Dissertation Proposal Defense
NFIP Dissertation Proposal Defense
 
NFIP Dissertation Defense
NFIP Dissertation DefenseNFIP Dissertation Defense
NFIP Dissertation Defense
 
Numerical Analysis in R
Numerical Analysis in RNumerical Analysis in R
Numerical Analysis in R
 
Galaxies and cosmology certificate
Galaxies and cosmology certificateGalaxies and cosmology certificate
Galaxies and cosmology certificate
 
Astrobiology and the Search for Extraterrestrial Life
Astrobiology and the Search for Extraterrestrial LifeAstrobiology and the Search for Extraterrestrial Life
Astrobiology and the Search for Extraterrestrial Life
 
An Introduction to the U.S. Food System: Perspectives from Public Health
An Introduction to the U.S. Food System: Perspectives from Public HealthAn Introduction to the U.S. Food System: Perspectives from Public Health
An Introduction to the U.S. Food System: Perspectives from Public Health
 
Maryland ASPA Awards Nomination 2013
Maryland ASPA Awards Nomination 2013Maryland ASPA Awards Nomination 2013
Maryland ASPA Awards Nomination 2013
 
Measuring the Impacts of the National Flood Insurance Program
Measuring the Impacts of the National Flood Insurance ProgramMeasuring the Impacts of the National Flood Insurance Program
Measuring the Impacts of the National Flood Insurance Program
 
Review Of The Business Plan
Review Of The Business PlanReview Of The Business Plan
Review Of The Business Plan
 
Review of the Columbia Association's Fiscal Targets
Review of the Columbia Association's Fiscal TargetsReview of the Columbia Association's Fiscal Targets
Review of the Columbia Association's Fiscal Targets
 
Working with Mediawiki
Working with MediawikiWorking with Mediawiki
Working with Mediawiki
 

Recently uploaded

Oedema_types_causes_pathophysiology.pptx
Oedema_types_causes_pathophysiology.pptxOedema_types_causes_pathophysiology.pptx
Oedema_types_causes_pathophysiology.pptx
muralinath2
 
Medical Orthopedic PowerPoint Templates.pptx
Medical Orthopedic PowerPoint Templates.pptxMedical Orthopedic PowerPoint Templates.pptx
Medical Orthopedic PowerPoint Templates.pptx
terusbelajar5
 
NuGOweek 2024 Ghent programme overview flyer
NuGOweek 2024 Ghent programme overview flyerNuGOweek 2024 Ghent programme overview flyer
NuGOweek 2024 Ghent programme overview flyer
pablovgd
 
Chapter 12 - climate change and the energy crisis
Chapter 12 - climate change and the energy crisisChapter 12 - climate change and the energy crisis
Chapter 12 - climate change and the energy crisis
tonzsalvador2222
 
Eukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptxEukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptx
RitabrataSarkar3
 
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...
Sérgio Sacani
 
Bob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdfBob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdf
Texas Alliance of Groundwater Districts
 
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptxThe use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
MAGOTI ERNEST
 
8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf
by6843629
 
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptxANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
RASHMI M G
 
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
David Osipyan
 
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Ana Luísa Pinho
 
Cytokines and their role in immune regulation.pptx
Cytokines and their role in immune regulation.pptxCytokines and their role in immune regulation.pptx
Cytokines and their role in immune regulation.pptx
Hitesh Sikarwar
 
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdfTopic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
TinyAnderson
 
20240520 Planning a Circuit Simulator in JavaScript.pptx
20240520 Planning a Circuit Simulator in JavaScript.pptx20240520 Planning a Circuit Simulator in JavaScript.pptx
20240520 Planning a Circuit Simulator in JavaScript.pptx
Sharon Liu
 
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốtmô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
HongcNguyn6
 
BREEDING METHODS FOR DISEASE RESISTANCE.pptx
BREEDING METHODS FOR DISEASE RESISTANCE.pptxBREEDING METHODS FOR DISEASE RESISTANCE.pptx
BREEDING METHODS FOR DISEASE RESISTANCE.pptx
RASHMI M G
 
Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...
Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...
Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...
AbdullaAlAsif1
 
bordetella pertussis.................................ppt
bordetella pertussis.................................pptbordetella pertussis.................................ppt
bordetella pertussis.................................ppt
kejapriya1
 
ESR spectroscopy in liquid food and beverages.pptx
ESR spectroscopy in liquid food and beverages.pptxESR spectroscopy in liquid food and beverages.pptx
ESR spectroscopy in liquid food and beverages.pptx
PRIYANKA PATEL
 

Recently uploaded (20)

Oedema_types_causes_pathophysiology.pptx
Oedema_types_causes_pathophysiology.pptxOedema_types_causes_pathophysiology.pptx
Oedema_types_causes_pathophysiology.pptx
 
Medical Orthopedic PowerPoint Templates.pptx
Medical Orthopedic PowerPoint Templates.pptxMedical Orthopedic PowerPoint Templates.pptx
Medical Orthopedic PowerPoint Templates.pptx
 
NuGOweek 2024 Ghent programme overview flyer
NuGOweek 2024 Ghent programme overview flyerNuGOweek 2024 Ghent programme overview flyer
NuGOweek 2024 Ghent programme overview flyer
 
Chapter 12 - climate change and the energy crisis
Chapter 12 - climate change and the energy crisisChapter 12 - climate change and the energy crisis
Chapter 12 - climate change and the energy crisis
 
Eukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptxEukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptx
 
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...
 
Bob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdfBob Reedy - Nitrate in Texas Groundwater.pdf
Bob Reedy - Nitrate in Texas Groundwater.pdf
 
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptxThe use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
The use of Nauplii and metanauplii artemia in aquaculture (brine shrimp).pptx
 
8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf
 
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptxANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
ANAMOLOUS SECONDARY GROWTH IN DICOT ROOTS.pptx
 
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
3D Hybrid PIC simulation of the plasma expansion (ISSS-14)
 
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
Deep Behavioral Phenotyping in Systems Neuroscience for Functional Atlasing a...
 
Cytokines and their role in immune regulation.pptx
Cytokines and their role in immune regulation.pptxCytokines and their role in immune regulation.pptx
Cytokines and their role in immune regulation.pptx
 
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdfTopic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
Topic: SICKLE CELL DISEASE IN CHILDREN-3.pdf
 
20240520 Planning a Circuit Simulator in JavaScript.pptx
20240520 Planning a Circuit Simulator in JavaScript.pptx20240520 Planning a Circuit Simulator in JavaScript.pptx
20240520 Planning a Circuit Simulator in JavaScript.pptx
 
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốtmô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
mô tả các thí nghiệm về đánh giá tác động dòng khí hóa sau đốt
 
BREEDING METHODS FOR DISEASE RESISTANCE.pptx
BREEDING METHODS FOR DISEASE RESISTANCE.pptxBREEDING METHODS FOR DISEASE RESISTANCE.pptx
BREEDING METHODS FOR DISEASE RESISTANCE.pptx
 
Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...
Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...
Unlocking the mysteries of reproduction: Exploring fecundity and gonadosomati...
 
bordetella pertussis.................................ppt
bordetella pertussis.................................pptbordetella pertussis.................................ppt
bordetella pertussis.................................ppt
 
ESR spectroscopy in liquid food and beverages.pptx
ESR spectroscopy in liquid food and beverages.pptxESR spectroscopy in liquid food and beverages.pptx
ESR spectroscopy in liquid food and beverages.pptx
 

Virtual Bumblebees

  • 1. 1 Virtual Bumblebees James P. Howard, II MathFest—5 August 2015 Washington, DC
  • 2. 2 Artificial life uses information concepts and computer modeling to study life in general, and terrestrial life in particular. It aims to explain particular vital phenomena, ranging from the origin of biochemical metabolisms to the coevolution of behavioral strategies, and also the abstract properties of life as such (“life as it could be”). Artificial Life The MIT Encyclopedia of the Cognitive Sciences, (Cambridge, Mass: MIT Press, 1999), 37.
  • 3. 3 Squares on a plane are colored variously either black or white. We arbitrarily identify one square as the "ant". The ant can travel in any of the four cardinal directions at each step it takes. The ant moves according to the rules below: • At a white square, turn 9oº right, flip the color of the square, move forward one unit • At a black square, turn 90º left, flip the color of the square, move forward one unit The Virtual Ant’s Rules Langton's ant. (n.d.). In Wikipedia. Retrieved July 22, 2015, from https://en.wikipedia.org/wiki/Langton%27s_ant.
  • 5. 5 Steven Levy and Artificial Life Steven Levy / VintageMarion Ettlinger / Steven Levy
  • 6. 6 The vant itself was a V-shaped construct that moved in the direction of its point. If the lead cell moved into a blank square on the imaginary grid, the vant continued moving in that direction. If the square was blue, the vant turned right and changed the color of that cell to yellow. If the square was yellow, the vant turned left and changed the color of the square to blue. Levy's Description Steven Levy, Artificial Life: A Report from the Frontier Where Computers Meet Biology, Pantheon Books, 1992, 104.
  • 7. 7 1. At a red dot, turn 90 degrees to the right, turn the dot blue, and move forward one cell; 2. At a blue dot, turn 90 degrees to left, turn the dot red, and move forward one cell; and 3. At an empty square, move forward one cell. Bumblebee Rules
  • 8. 8 Vants reside in an environment that consists of uniformly spaced, fixed cells that are in one of two states (either blue or yellow in the following figures). A vant travels in a straight line in empty space. If it encounters a blue cell, it turns fight and leaves the cell colored yellow. If it encounters a yellow cell, it turns left and leaves the cell colored blue. The Langton Ant Christopher G. Langton, “Studying artificial life with cellular automata.” Physica D: Nonlinear Phenomena, 22(1), 120-149.
  • 13. 13 Applications • Eusocial behavior • Network traffic • Awful screensavers Next Steps • Extend to 3, 4, or n dimensions • Determine if the bees are turmites What’s Next

Editor's Notes

  1. Artificial life has been used to model natural phenomenon The most well-known example is probably Conway's Life Also well known is the flocking dinosaur movements in the original Jurassic Park
  2. Created in 1986 by Christopher Langton The rules provide for an orthogonal field Ants cannot be "born" through the rules, only move
  3. This is recorded from Ross Scrivener's website I clicked in a few locations without planning Just wanted to get a sample and flavor of the ant's behavior
  4. Book was published in the summer of 1993 Found a copy at the Lane Public Library I had a new toy
  5. Levy's description is very different from the explanation on Wikipedia The description includes three different cell states Different from every implementation of the vants I had seen
  6. I started with Scrivener's implementation, one day Reimplemented the Levy version. I turned them yellow and called them bumblebees, instead These are rules, distilled
  7. Going back to the literature This is the original explanation from Physica D This is what Levy described Now I have a mystery
  8. This is Chase's initial vector Chase is my five year old He thinks this is a video game
  9. Beatrix's vector is also cool She is 3 She was upset my laptop did not have a touchscreen
  10. This shows a local favorite, the bumblebee explosion The system is implemented such that a bee has a location on the field Multiple bees can occupy the same location The cells will flip as each bee is processed The bees travel together until they disperse to their own path's
  11. This reimplements the "traditional" virtual ant Demonstrates the bees are a turning machine