# LLSO

**Repository Path**: mmmyq/LLSO

## Basic Information

- **Project Name**: LLSO
- **Description**: This directory contains the code of LLSO proposed in the paper: Qiang Yang, Wei-Neng Chen, Jeremiah Da Deng, Yun Li, Tianlong Gu, and Jun Zhang. "A Level-based Learning Swarm Optimizer for Large Scale Optimization", IEEE Transactions on Evolutionary Computation, vol. 22, no. 4, pp. 578-594, 2018.
- **Primary Language**: C++
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 3
- **Forks**: 2
- **Created**: 2017-02-21
- **Last Updated**: 2024-12-06

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

#LLSO

This directory contains the main code of the proposed optimizer in the following paper:

Qiang Yang, Wei-Neng Chen, Jeremiah Da Deng, Yun Li, Tianlong Gu, and Jun Zhang. "A Level-based Learning Swarm Optimizer for Large Scale Optimization", IEEE Transactions on Evolutionary Computation, vol. 22, no. 4, pp. 578-594, 2018.

Before compiling and running the code, the following notice should be paid attention to:

1) In the code, the random number generator in "boost" library is utilized. The used version of "boost" is 
   "boost_1_46_1". Thus before compiling this code, please make sure that your computer has already installed 
    this library.

2) The code is implemented on the Ubuntu system. Generally, it can be adapted to any Linux system.

3) The main parameter settings are listed in "Self_Define_Functions.h"; There is no other parameter needed to set. 
   So, after compiling, just directly run the executable file.

4) It is better to compile the code using "makefile". If you compile the code in some IDE, you should make sure 
   the CEC'2010 benchmark set is contained in the project.


This code is only for academic use and if you use this code, please cite the following paper:

Qiang Yang, Wei-Neng Chen, Jeremiah Da Deng, Yun Li, Tianlong Gu, and Jun Zhang. "A Level-based Learning Swarm Optimizer for Large Scale Optimization", IEEE Transactions on Evolutionary Computation, vol. 22, no. 4, pp. 578-594, 2018.


if you have any question, please contact Prof. Wei-Neng Chen(cwnraul634@aliyun.com) or Dr. Qiang Yang (mmmyq@126.com)

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