Expand description
Advanced-Parallel GPU-Accelerated Swarm Intelligence Optimization
This module implements cutting-edge GPU-accelerated swarm intelligence algorithms:
- Massively parallel particle swarm optimization with thousands of particles
- GPU-accelerated ant colony optimization with pheromone matrix operations
- Artificial bee colony optimization with parallel foraging
- Firefly algorithm with GPU-accelerated attraction computations
- Cuckoo search with Lévy flights computed on GPU
- Hybrid multi-swarm optimization with dynamic topology
- SIMD-optimized collective intelligence behaviors
Structs§
- Acceleration
Config - Acceleration
Manager - Advanced
Parallel Swarm Optimizer - Advanced-Parallel Swarm Intelligence Optimizer
- Advanced
Swarm Config - Configuration for advanced-parallel swarm intelligence
- Algorithm
Performance - AntColony
Kernel - Artificial
BeeKernel - Bacterial
Foraging Kernel - Cuckoo
Search Kernel - Diversity
Computation Kernel - Firefly
Kernel - GPUUtilization
Metrics - Global
Best State - Global best state across all swarms
- Grey
Wolf Kernel - Migration
Kernel - Migration
Pattern - Migration
Statistics - Performance
Stats - Swarm
Optimization Stats - Comprehensive statistics for swarm optimization
- Swarm
Performance Monitor - Performance monitoring for swarm optimization
- Swarm
State - State of a single swarm
- Swarm
Topology Manager - Manager for dynamic swarm topology
- Topology
Adaptation Rules - Whale
Optimization Kernel
Enums§
- Acceleration
Strategy - Algorithm
Specific State - Algorithm-specific state storage
- Selection
Strategy - Simd
Level - Swarm
Algorithm - Advanced-advanced swarm intelligence algorithms
- Topology
Type
Functions§
- advanced_
parallel_ swarm_ optimize - Convenience function for advanced-parallel swarm optimization