Nature Inspired Algorithms

Description

Nature-inspired algorithms are a set of problem-solving methodologies and approaches derived from natural processes. Some examples of these Algorithms are Genetic Algorithm, Particle Swarm Optimization, Artificial Bee Colony, etc.

Programming Language

• Java

IDE

• Eclipse

AIM

• To optimize the given function and the find the Optimal Value(Global Minima) of the function using these Algorithms

Function to be Optimized (Minimized)

• Rastrigin Function

Formula	Global Minimum	Variable Bounds

• Ackley Function

Formula	Global Minimum	Variable Bounds

• Sphere Function

Formula	Global Minimum	Variable Bounds

• Rosenbrock Function

Formula	Global Minimum	Variable Bounds

Optimized Results

Genetic Algorithm

Differential Evolution

Artificial Bee Colony

Particle Swarm Optimization