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Swarm Intelligence Optimizer

Nature's Algorithms - Simple Rules, Collective Genius!

Harness the power of Particle Swarm Optimization, Ant Colony algorithms, and Bee Waggle Dance strategies. Watch thousands of agents find optimal solutions to complex problems through simple local rules and emergent collective behavior.

๐Ÿ† Used by Southwest Airlines & Lord of the Rings!
ACO (1992) โ€ข PSO (1995) โ€ข ABC (2005) โ€ข GWO (2014) โ€ข 32+ years of innovation
1992
ACO Invented
6+
Main Algorithms
100+
Variations
โˆž
Applications

๐Ÿค” What Is Swarm Intelligence?

Watch birds flocking - no leader, yet perfect coordination! Each bird follows simple rules: stay close to neighbors, avoid collisions, match speed. From these simple rules emerges beautiful, complex behavior. That's swarm intelligence!

We copy nature to solve impossible problems: Ants find the shortest path using pheromone trails (Traveling Salesman). Bees find the best flowers through scout-worker communication (function optimization). Birds flock through velocity matching (neural network training).

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Ant Colony
ACO (1992)
Pheromone trails
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Bee Swarm
ABC (2005)
Scout-worker division
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Bird Flock
PSO (1995)
Velocity matching
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Wolf Pack
GWO (2014)
Hierarchical hunting
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Bat Swarm
BA (2010)
Echolocation
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Fish School
FSS (2008)
Schooling behavior
๐Ÿงฌ Algorithm
โš™๏ธ Parameters
Population50
Iterations100
ACO Ant Colony Optimization (1992)
Inventor
Marco Dorigo
Best For
Traveling Salesman
Principle
Pheromone trails
Real Use
Southwest Airlines

๐ŸŒ Real-World Applications

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Southwest Airlines
ACO for gate assignment. Pilots act like ants finding best gates - reduces delays!
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Lord of the Rings
Massive software uses swarm AI for battle scene crowd simulation with 200,000+ agents.
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Energy Systems
PSO optimizes photovoltaic storage. Nature Scientific Reports 2024.
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Radiotherapy
Multi-objective dose optimization using PSO, ACO, and ABC algorithms.
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Achievement!

Algorithm selected