Implemented fully documented Particle Swarm Optimization algorithm (basic model with few advanced features) using Python programming language
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Updated
Jul 5, 2021 - Python
Implemented fully documented Particle Swarm Optimization algorithm (basic model with few advanced features) using Python programming language
To implement Optimization (maximization) problem through Linear programming in Python Language.
Multi-period Home Healthcare Routing Problem (HHCRP) with qualification, synchronization and time windows constraints.
solution of problems !!
The library provides a general genetic algorithm. It is simple, easy to use, and very fast. All you need to do is to define the fitness function and its variables. There are many examples of how to deal with classic genetic algorithms problems.
A multi-threaded Simulated Annealing core in C
A comprehensive collection of implementations and resources related to the SIMPLEX algorithm.
A modified Traveling Salesman Problem (TSP) optimization where a directed graph tour starting and ending at the first node is chosen so to maximize a custom objective function (net profit)
Profit Maximisation Function using GA
Maximize revenues of Online Retail Business with Thompson Sampling algorithm
Simulation of the Secretary Problem
Enrolls a number of students into classes based on a weighted priority system. Priority is based on number of requested courses, current grade level, and semesters until graduation. Takes a CSV file as input and outputs a CSV file of each student and the courses that they should be enrolled in.
Great repository to learn about particle swarm optimization. It provides the basic tools to automatically for optimization / fitting, etc.
An Evolutionary Algorithm written in JavaScript that can take in any generic module representing a problem to be optimized
A series of genetic algorithms in Common Lisp and Racket, evolving from simple to more complex ones
SimplexCPP is a c++ library that helps solves `Linear Programming Equations` i.e Maximization problems, easily also providing you with neat results.
Using the Minimax algorithm, an AI Tic Tac Toe game is implemented.
Example of maximization for items list when user is scrolling the page
Projek Akhir Semester Riset Operasi
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