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Collective and Individual Problem-Solving in Insects Anna Dornhaus Ecol & Evol Bio, University of Arizona (Tucson)

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Page 1: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Collective and Individual Problem-Solving in

Insects

Anna DornhausEcol & Evol Bio, University of Arizona (Tucson)

Page 2: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Insects solving problems?

Individual insects

• Are insects really suitable as model systems for research on complex behavior?

• Don’t they have fixed, instinctual, repeatable, machine-like behaviors?

Page 3: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Individual insects

“Delayed matching-

to-sample tests”:

Learning the

concepts ‘same’ and

‘different’Giurfa (2003)

Page 4: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

©T

om

Rich

ardso

nw

ww

.ist

ock

ph

oto

.co

m

Learning from each other & teaching

Worden & Papaj (2005)

Leadbeater & Chittka

(2005)

Möglich et al. (1974)

Individual insects

Page 5: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Tool use in ants

Sand pellets as

sponges

Stones as

ammunition

Morrill (1972)

Grasso et al. (2004)

Individual insects

Page 6: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Target selection by individual bees

colony

?

Bees are trained to target color and rewarded there

Individual insects

Page 7: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Accurate decisions come at a cost

Nature 424: 388

50

55

60

65

70

4 5 6 7 8 9

Decision time (sec)

Co

rre

ct

ch

oic

es (

%)

Each dot is one individual bee

Bees are trained to target

color; targets and distractors

only slightly different

Individual insects

Page 8: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

45

50

55

60

65

70

75

4 6 8 10 12

Decision time (sec)

Co

rre

ct

ch

oic

es (

%)

sugar vs. water

sugar vs. quinine: making errors more costly

Individual insects

Page 9: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Nature 424: 388

Individuality & flexibility

45

50

55

60

65

70

75

4 6 8 10 12

Decision time (sec)

Co

rre

ct

ch

oic

es (

%)

sugar vs. watersugar vs. quinine

… more time for better decisions.

Individual insects

Page 10: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Social insects• Social: colony sizes

of 1 - 10 million

• Cooperative: most

individuals are non-

reproducing workers

– ‘superorganisms’

• ‘Complex systems’ –

patterns created by

interaction, without

central control

Collective behavior

Page 11: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Complex systems: common problems & solutions?

information flow

task allocation

minimization of delays

Collective behavior

Page 12: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

©A

lex W

ild

Temnothorax ants

Collective behavior

Page 13: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

©A

lex W

ild

©T

uan C

ao

Temnothorax ants

Collective behavior

Page 14: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Colony emigrations

Collective decisions

If the nest is destroyed, a new one has to be found

� comparison

� consensus decision

� transport

Page 15: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Colony emigrations

Collective decisions

1. Search2. Recruitment3. Quorum attained:

decision4. Transport

Nigel Franks,

Stephen Pratt

Page 16: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

( )

Why wait for a quorum?

Delay before

start of carrying a disadvantage?

Tandem

runs are

slow!

Collective decisions

Page 17: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Individual scouts make their own decisions if in a hurry

Individual decisions: scouts start carrying even though they have not encountered ANY other ant in the new nest (quorum threshold of 1). (Fisher’s Exact Test, n=16)

individualcollective

p<0.01

benign harsh

Collective decisions

Page 18: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

… which is fast but faulty

0

20

40

60

de

cis

ion

tim

e [

min

]

harshbenign

p<0.05

0

10

20

30

40

benign harsh

ite

ms

ca

rrie

dto

in

feri

or

ne

st

p<0.05

Median, quartiles, range of 16 colonies; each tested once in each condition; Wilcoxon Tests.Proc. R. Soc. Lond. B 270: 2457-2463

Collective decisions

Page 19: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Even more ants involved if speed not important

Anim Behav 67: 959-963

25

20

15

10

5

0

Qu

oru

m t

hre

sh

old

intact nest(mediorce)

destroyednest

destroyednest,

harshconditions

Fo

rward

tan

dem

run

s

0

10

20

30

40

destroyednest

intact nest(mediorce)

destroyed

nest, harsh

conditions

p<0.05 p<0.01

Collective decisions

Page 20: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Two strategies

I’ll do it myself!

Call a meeting!

Collective decisions

Page 21: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Two strategies

• Low quorum threshold (sometimes =1: individualistic decision-making)

• Quick decision

• Error prone

• High quorum theshold: collective decision-making

• Takes time

• Accurate decisions

• Favored in benign conditions

Proc. R. Soc. Lond. B 270: 2457-2463

Collective decisions

Anim Behav 67: 959-963

Page 22: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Collective decision

Collective decisions

1. Search2. Recruitment3. Quorum attained:

decision4. Transport

Page 23: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Collective decision

Collective decisions

1. Information collection

2. Recruitment3. Activation

threshold:

decision

Alternative 1 Alternative 2

Page 24: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Decision-making in the brain

Collective decisions

1. Information collection

2. Recruitment3. Activation

threshold: decision

Alternative 1 Alternative 2

sensory information

inhibition

Page 25: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Decision-making in the brain

Collective decisions

1. Information collection

2. Recruitment3. Activation

threshold

Alternative 1 Alternative 2

sensory information

inhibition

Page 26: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Collective decisionsAnt colonies

• populations of ants committed to each site

Brain

• populations of neurons committed to each alternative

• as information is collected, active population

committed to ‘correct’ alternative increases

• decision is made when active population exceeds

a threshold

• threshold � speed & accuracy of decision

Collective behavior

Page 27: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

1. Individual & collective decision-making

– flexible choice of speed over accuracy when necessary

2. Communication: push or pull

3. Division of labor

4. Spatial sorting

5. Optimal search

6. Colony size

Research areas

http://eebweb.arizona.edu/Faculty/Dornhaus/

Page 28: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Communication systems in social insects

• usefulness of information depends on

environment

• collective behavior can often be optimized and sophisticated without

coordination

Group-level information flow

Page 29: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

Collective strategies

• May be surprisingly intricate

• May be surprisingly non-intuitive

� to understand their evolution, careful, quantitative measurement of costs and benefits under different conditions necessary

Conclusion

Page 30: Collective and Individual Problem-Solving in Insects · 2020-03-04 · Correct choices (%) sugar vs. water sugar vs. quinine: making errors more costly Individual insects. Nature

My lab group: Jenny Jandt, Tuan Cao, Nhi Duong, Maggie Couvillon, AmelieSchmolke, and the undergraduate students

Lars Chittka

Nigel Franks

Axel Brockmann

Franziska Klügl

Acknowledgements

DFG

EEB Department U of A

http://eebweb.arizona.edu/Faculty/Dornhaus/