INFO-H-414 : Swarm Intelligence

Lecturers

Objective

To let students have a basic understanding of swarm intelligence principles

Contents

Swarm intelligence is the discipline that deals with natural and artificial systems composed of many individuals that coordinate using decentralized control and self-organization. In particular, the discipline focuses on the collective behaviors that result from the local interactions of the individuals with each other and with their environment. Examples of systems studied by swarm intelligence are colonies of ants and termites, schools of fish, flocks of birds, herds of land animals. Some human artifacts also fall into the domain of swarm intelligence, notably some multi-robot systems, and also certain computer programs that are written to tackle optimization and data analysis problems. The course will present a number of swarm intelligence systems and will give the opportunity to experiment with them.

Overheads

Schedule

S22 - Lesson 01 - Thu 12.02.2015 - 2:00pm-4:00pm : Seminar Room, IRIDIA (C5 130)

S22 - Lesson 02 - Thu 11.02.2015 - 4:00pm-6:00pm : Seminar Room, IRIDIA (C5 130)

S23 - Lesson 03 - Thu 19.02.2015 - 2:00pm-4:00pm : Seminar Room, IRIDIA (C5 130)

S23 - Lesson 04 - Thu 19.02.2015 - 4:00pm-6:00pm : Seminar Room, IRIDIA (C5 130)

S24 - Lesson 05 - Thu 26.02.2015 - 2:00pm-4:00pm : S.UB4.329A

S24 - Lesson 06 - Thu 26.02.2015 - 4:00pm-6:00pm : S.UB4.329A

S25 - Lesson 07 - Thu 05.03.2015 - 2:00pm-4:00pm : S.UB4.329A

S25 - Lesson 08 - Thu 05.03.2015 - 4:00pm-6:00pm : S.UB4.329A

S26 - Lesson 09 - Thu 12.03.2015 - 2:00pm-4:00pm : S.UB4.329A

S26 - Lesson 10 - Thu 12.03.2015 - 4:00pm-6:00pm : S.UB4.329A

S27 - Lesson 11 - Thu 19.03.2015 - 2:00pm-4:00pm : Seminar Room, IRIDIA (C5 130)

S27 - Lesson 12 - Thu 19.03.2015 - 4:00pm-6:00pm : S.UB4.329A

S28 - Lesson 13 - Thu 26.03.2015 - 2:00pm-4:00pm : S.UB4.329A

S28 - Lesson 14 - Thu 26.03.2015 - 4:00pm-6:00pm : S.UB4.329A

s29 - Lesson 15 - Thu 02.04.2015 - 2:00pm-4:00pm : S.UB4.329A

s29 - Lesson 16 - Thu 02.04.2015 - 4:00pm-6:00pm : S.UB4.329A

s32 - Lesson 17 - Thu 23.04.2015 - 2:00pm-4:00pm : S.UB4.329A

s32 - Lesson 18 - Thu 23.04.2015 - 4:00pm-6:00pm : S.UB4.329A

Bibliography

  • Dorigo M. & T. Stützle (2004). Ant Colony Optimization. Cambridge, MA: MIT Press/Bradford Books
  • Bonabeau E., M. Dorigo & G. Theraulaz (1999). Swarm Intelligence: From Natural to Artificial Systems. New York, NY: Oxford University Press

Teaching methods

Ex cathedra and projects. Course taught in English.

Master thesis proposals

 
teaching/infoh414.txt · Last modified: 2015/02/24 17:08 by mdorigo