Giter VIP home page Giter VIP logo

sade-amss's Introduction

SADE-AMSS

The matlab code for SADE-AMSS
SADE-AMSS
------------------------------- Reference --------------------------------
H. Gu, H. Wang, and Y. Jin, Surrogate-Assisted Differential Evolution with Adaptive Multi-Subspace Search
for Large-Scale Expensive Optimization in IEEE Transcations on Evolutionary Computation.
------------------------------- Copyright --------------------------------
Copyright (c) 2022 HandingWangXD Group. Permission is granted to copy and use this code for research, noncommercial purposes,
provided this copyright notice is retained and the origin of the code is cited.
The code is provided "as is" and without any warranties, express or implied.
---------------------------- Parameter setting ---------------------------
maxd --- 100 --- Maximum number of variables at each subspace
Ns --- 200 --- Initial size of Arc
tsn --- 2*d --- The number of individuals in the training set
Np --- 10 --- The size of population
K --- 20 --- The maximum number of subspaces in a generation
Gm --- 5 --- The maximum iterations of subspace optimization
tes --- 50 --- A pre-set cutoff generation
tr --- 500 --- A pre-set cutoff generation
beta --- 2 --- The threshold for switching strategy

This code is written by Haoran Gu.
Email: [email protected]

sade-amss's People

Contributors

haoran-gu 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.