jaya-optimizer 0.1.2

A Python library implementing the Jaya Optimization Algorithm.

Jaya Optimization Algorithm

The JayaOptimizer is a Python library that implements the Jaya Optimization Algorithm, a population-based optimization technique. It is designed to solve continuous, discrete, and mixed-variable optimization problems efficiently.

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Features

• Supports continuous, discrete, and mixed-variable optimization.
• User-friendly interface for defining objective functions and constraints.
• Handles maximization and minimization problems.
• Tracks convergence history for analysis.
• Automatically adapts to user-defined variable boundaries.

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Installation

Install the library using pip:

pip install jaya-optimizer
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# jaya-optimizer
The Jaya algorithm is a metaheuristic which is capable of solving both constrained and unconstrained optimization problems. It is a population based method which repeatedly modifies a population of individual solutions. It is a gradient-free optimization algorithm.