An overview of intelligent optimization Algorithms __ Intelligent Optimization algorithm

Source: Internet
Author: User

Inspired by the laws of human intelligence, biological community or natural phenomena, many intelligent optimization algorithms have been invented, which mainly include:

(1) Genetic algorithm: imitating the biological evolution mechanism of nature

(2) Differential Evolution algorithm: Optimizing Search through cooperation and competition among groups of individuals

(3) Immune algorithm: Simulated biological immune system learning and cognitive function

(4) Ant colony algorithm: simulating ant collective path behavior

(5) Particle swarm algorithm: Simulating the behavior of birds and fish groups

(6) Simulated annealing algorithm: from the solid material annealing process

(7) Tabu search algorithm: Simulating the process of human mental memory

(8) Neural network algorithm: Simulated animal neural network behavioral characteristics

Generally can be divided into the following five categories:

(1) Evolutionary class algorithm:

Genetic algorithm, Differential evolution algorithm, immune algorithm

(2) Swarm intelligence algorithm

Ant colony Algorithm and particle swarm optimization algorithm

(3) Simulated annealing algorithm

(4) Tabu search algorithm

(5) Neural Network algorithm

Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: and provide relevant evidence. A staff member will contact you within 5 working days.

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

  • Sales Support

    1 on 1 presale consultation

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.