Giter Site home page Giter Site logo

vpl's Introduction

VPL stands for Volleyball Premier League algorithm which is a population based, human-inspired, meta-heuristic algorithm 
intelligently tailored to solve global optimization problems.
the details of the algorithm is published in Applied Soft Computing journal (https://www.sciencedirect.com/science/article/pii/S1568494617307068).

The proposed algorithm is benchmarked on 23 well-known test functions, which are categorized into three groups, namely unimodal, 
multimodal and fixed-dimension multimodal functions. The solutions obtained using the VPL have been compared with other 
metaheuristic algorithms including Particle Swarm Optimization (PSO), Differential Evolution (DE), Genetic Algorithm (GA), 
Artificial Bee Colony (ABC), Firefly Algorithm (FA), Harmony Search (HS), Sin Cosine Algorithm (SCA), Soccer League Competition (SLC), 
and League Championship Algorithm (LCA). In addition, VPL has been used to solve three classical engineering design optimization problems. 
Results show that VPL algorithm possesses a strong capability to produce superior performance over the other well-known 
metaheuristic algorithms. The results of the experiments also show that the VPL is effectively applicable to solve problems with 
complex search space.

vpl's People

Contributors

salimifard avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.