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teaching:infoh414 [2019/09/10 10:35] aligot [Bibliography] |
teaching:infoh414 [2020/02/12 16:58] mdorigo [Practical lessons material] |
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| S34 - Lesson 18 - Thu 09.05.2019 - 2:00pm-4:00pm - S.UB4.126 | S34 - Lesson 18 - Thu 09.05.2019 - 2:00pm-4:00pm - S.UB4.126 | ||
| - | ===== Practical lessons material ===== | ||
| - | |||
| - | Ant Colony Optimization and Particle Swarm Optimization: | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/classes/TSP_ANT_SYSTEM.pdf| The TSP solved using Ant System]] | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/classes/TSP_ANT_SYSTEM-class_exercise.pdf| Class exercise 1]] | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/implementations/aco/exercise_1/exercise1.pdf| Exercise 1]] | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/implementations/aco/aco_forStudents.zip| ACO template for the TSP]] | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/implementations/instances.tar.gz| Instances]] | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/implementations/scripts_forStudents.zip| Scripts]] | ||
| - | |||
| - | --- | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/implementations/aco/aco_implemented.zip| Template of ACO for the TSP (implemented)]] | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/implementations/scripts.zip| Scripts (updated)]] | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/implementations/aco/exercise_1/results_(exercise_1).zip| Exercise 1 (solved)]] | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/classes/MMAS_ACS_SYSTEM.pdf| Advanced ACO algorithms]] | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/classes/MMAS_ACS_SYSTEM-class_exercise.pdf| Class exercise 2]] | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/implementations/aco/exercise_2/exercise2.pdf| Exercise 2]] | ||
| - | |||
| - | --- | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/implementations/aco/ACOTSP-1.03.tgz| ACOTSP (implementation of various ACO algorithms applied to the TSP)]] | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/implementations/aco/exercise_2/results_(exercise_2).zip| Exercise 2 (solved)]] | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/classes/PSO.pdf| Particle Swarm Optimization]] | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/classes/PSO-class_exercise.pdf| Class exercise 3]] | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/implementations/pso/exercise_3/exercise3.pdf| Exercise 3]] | ||
| - | |||
| - | *[[http://iridia.ulb.ac.be/~ccamacho/INFO-H-414/implementations/pso/pso_forStudents.zip| PSO template ]] | ||
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| * Dorigo M. & T. Stützle (2004). Ant Colony Optimization. Cambridge, MA: MIT Press/Bradford Books | * 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 | * Bonabeau E., M. Dorigo & G. Theraulaz (1999). Swarm Intelligence: From Natural to Artificial Systems. New York, NY: Oxford University Press | ||
| - | * Francesca G. & Birattari M. Automatic Design of Robot Swarms: Achievements and Challenges. Frontiers in Robotics and AI. https://www.frontiersin.org/article/10.3389/frobt.2016.00029 | + | * Francesca G. & M. Birattari (2016). Automatic Design of Robot Swarms: Achievements and Challenges. Frontiers in Robotics and AI. https://www.frontiersin.org/article/10.3389/frobt.2016.00029 |
| - | * Birattari M., Ligot A., Bozhinoski D. & et al. Automatic Off-Line Design of Robot Swarms: A Manifesto. Frontiers in Robotics and AI. https://www.frontiersin.org/article/10.3389/frobt.2019.00059 | + | * Birattari M., A. Ligot, D. Bozhinoski et al (2019). Automatic Off-Line Design of Robot Swarms: A Manifesto. Frontiers in Robotics and AI. https://www.frontiersin.org/article/10.3389/frobt.2019.00059 |
| ===== Teaching methods ===== | ===== Teaching methods ===== | ||