Introduction to SWARM Intelligence and its Application to Optimisation
Date(s) - 10/10/2022 - 14/10/2022( 8:00 am - 2:00 pm )
Location: Malaysia, Kuala Lumpur
- fundamentals of swarm intelligence, particle swarm optimization, ant algorithms, artificial bee colony optimization, bacterial foraging optimization, firefly optimization, fish school optimization, and others optimization theory, specifically different classes of optimization problems including constrained optimization, optimization in dynamic environments, multi-objective optimization, and multimodal optimization how to apply the computational swarm intelligence algorithms to solve optimization problems of the different optimization problem classes, how to apply the computational swarm intelligence algorithms to train neural networks, to cluster data, to perform DNA sequence alignment, and to train neural networks, amongst other problems
The workshop participants need no knowledge of any programming language or knowledge of artificial intelligence or computational intelligence.
The workshop will provide participants with practical exercises on applying particle swarm optimization algorithms to solve optimization problems. Participants are expected to bring their laptops to the workshop
The workshop is developed from his vast experience in swarm intelligence and is mostly based on the book entitled Fundamentals of Computational Swarm Intelligence, Wiley.
- Case Studies.
- Individual and group discussions and exercises.
- Intensive training by using templates, diagrams, and charts.
- Planning activities and presentations.
- Action plan.
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