Swarms you own this product

prerequisites
basic Python • basic mathematics
skills learned
swarms • modeling complex systems • particle swarm optimization (PSO)
Rod Stephens
1 week · 4-6 hours per week · INTERMEDIATE
Included with a Manning Online subscription
try now
Look inside

In this liveProject, you'll implement particle swarm optimization and the Boids algorithm to develop computational models to track flocks of finches. You’ll start with a simple flock simulator, then modify it to adapt to obstacles, take a different approach with Gravity Boids, and finally use a swarm-inspired algorithm to find the highest point on a complex mathematical surface. You’ll soon have an algorithm that can predict the movements of everything from flocks of finches to swaying concertgoers!

This project is designed for learning purposes and is not a complete, production-ready application or solution.

prerequisites

If you know the basics of Python, you know everything you need to get started with these liveProjects!

features

Self-paced
You choose the schedule and decide how much time to invest as you build your project.
Project roadmap
Each project is divided into several achievable steps.
Get Help
While within the liveProject platform, get help from fellow participants and even more help with paid sessions with our expert mentors.
Compare with others
For each step, compare your deliverable to the solutions by the author and other participants.
book resources
Get full access to select books for 90 days. Permanent access to excerpts from Manning products are also included, as well as references to other resources.

related titles

choose your plan

pro

monthly
annual
$24.99
$249.99
only $20.83 per month
  • access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
  • choose another free product every time you renew
  • choose twelve free products per year
  • exclusive 50% discount on all purchases
  • Swarms project for free

team

monthly
annual
$49.99
$399.99
only $33.33 per month
  • five seats for your team
  • access to all Manning books, MEAPs, liveVideos, liveProjects, and audiobooks!
  • choose another free product every time you renew
  • choose twelve free products per year
  • exclusive 50% discount on all purchases
  • Swarms project for free