Introduction to SWARM Intelligence and its Application to Optimisation

Date/Time: Date(s) - 09/12/2019 - 13/12/2019( 8:00 am - 1:00 pm )
Location: Malaysia, Kuala Lumpur
Category:


Introduction to SWARM Intelligence and its Application to Optimisation

Outlines

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 book entitled Fundamentals of Computational Swarm Intelligence, 1st Ed, Wiley.

COURSE PLAN

  • 35% Lectures & Theories
  • 40% Workshops, Assessments, Group Work & Exercises
  • 20% Role Play & Case Studies
  • 05% Videos
  • Pre-Test and Post Test
  • Test Results Sheet
  • Trainee Performance Analysis Reports

TRAINING METHODOLOGY

  • Case Studies
  • Group Discussions
  • Group & Individual exercise
  • Intensive Workshop by using templates, Diagrams & Charts
  • Planning Activities
  • Presentations
  • Self Assessments
  • Assignments
  • Combine case studies, and analysis of real world examples
  • Action plan

Price:

WPCS 1.1.4
400.00$

Bookings

$400.00

Email
Phone

Contact you to discuss about this training
Send you the invitation letter
Contact you to customize this training time
Contact you to customize a new training

Submit your booking here, we will contact you soon.