goclever

Clever Algorithms: Nature-Inspired Programming Recipes algorithms implemented in Go with a twist.

Algorithms

Stochastic Algorithms

• Random Search
• Adaptive Random Search
• Stochastic Hill Climbing
• Iterated Local Search
• Guided Local Search
• Variable Neighborhood Search
• Greedy Randomized Adaptive Search
• Scatter Search
• Tabu Search
• Reactive Tabu Search

Evolutionary Algorithms

• Genetic Algorithm
• Genetic Programming
• Evolution Strategies
• Differential Evolution
• Evolutionary Programming
• Grammatical Evolution
• Gene Expression Programming
• Learning Classifier System
• Non-dominated Sorting Genetic Algorithm
• Strength Pareto Evolutionary Algorithm

Physical Algorithms

• Simulated Annealing
• Extremal Optimization
• Harmony Search
• Cultural Algorithm
• Memetic Algorithm

Probabilistic Algorithms

• Population-Based Incremental Learning
• Univariate Marginal Distribution Algorithm
• Compact Genetic Algorithm
• Bayesian Optimization Algorithm
• Cross-Entropy Method

Swarm Algorithms

• Particle Swarm Optimization
• Ant System
• Ant Colony System
• Bees Algorithm
• Bacterial Foraging Optimization Algorithm

Immune Algorithms

• Clonal Selection Algorithm
• Negative Selection Algorithm
• Artificial Immune Recognition System
• Immune Network Algorithm
• Dendritic Cell Algorithm

Neural Algorithms

• Perceptron
• Back-propagation
• Hopfield Network
• Learning Vector Quantization
• Self-Organizing Map