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"CI" a particle swarm optimization algorithm with multi-scale cooperative mutation

"title" A Particle swarm optimization algorithm with multi-scale cooperative mutation (2010)"thesis author" Tao Ning, Liufurong, Christina, Dong Zhijing"Paper Link" Paper (14-pages)SummaryThis paper analyzes the influence of mutation operation on particle swarm optimization (PSO), proposes a new PSO algorithm with multi-scale cooperative mutation, aiming at the disadvantage of single mutation, slow converge

A comparison between evolutionary algorithm, genetic algorithm and particle swarm algorithm __ algorithm

no improvement; 3. The optimal value of the problem is less than the given threshold value. Particle swarm (PSO) algorithm is the most popular evolutionary algorithm in recent years, which was first proposed by Kenned and Eberhart in 1995. The PSO algorithm is similar to other evolutionary algorithms, and uses the concept of "group" and "evolution" to realize the search of the optimal solution in complex space through collaboration and competition am

Blockchain application: How PHP develops an Ethereum payment system

When I first considered paying in crypto currency, I looked at available solutions like stripe. I think the problem with stripe is that it only allows Bitcoin payments with a U.S. merchant account, so that's not a choice for me. In the Ethereum world, it looks worse. There are some newer services, but they all want to share the cake.So what do we need to build the Ethereum payment system from the beginning?

Setting up Ethereum Smart Contract development using Parity on Ubuntu__ethereum

Ethereum represents one of the most interesting technological developments in the past few-years, taking the fundamental p Rinciples of a blockchain, and allowing executable "contracts" to be written. These contracts can is relatively simple but also incredibly powerful. This post'll walk you through setting up a development environment so can deploy and test your smart own CTS on the Ethereum test blockcha

[Ethereum Tutorial] How to create a private chain

[Ethereum Tutorial] How to create a private chain Introduction:This tutorial describes what to build a Ethereum private chain for development experiments The purpose of creating a private chain:The purpose of building a private chain is to facilitate the experiment on the chain. An experimental development on a public chain can leads to unnecessary waste of money. Because you need gas to does anything on t

WEB3J Development Ethereum Smart Contract QuickStart (especially for Java and Android developers)

WEB3J IntroductionWEB3J is a lightweight, highly modular, responsive, type-safe Java and Android class library that provides a rich API for processing Ethereum smart contracts and integrating with clients (nodes) on the Ethereum network.It enables the development of ethereum blockchain without the need to write integration code for your application platform.You c

Ethereum Mining and Ethash

Introduction to Mining The term mining is derived from the analogy between cryptocurrency and gold. Gold or precious metals are rare, and electronic tokens are also the only way to increase the total is to dig mine. So is Ethereum, and the only way to release it is to dig mine. But unlike other examples, mining is also a way to protect the network by creating, validating, distributing, and propagating chunks in the blockchain. Dig aether = Protect Ne

Ethereum Study Notes (i)

000000000000000000000000000000 ", Miner:" 0x0000000000000000000000000000000000000000 ", Mixhash:" 0x0000000000000000000000000000000000000000000000000000000000000000 ", nonce:" 0x0000000000000042 ", number:0, Parenthash: "0x0000000000000000000000000000000000000000000000000000000000000", Receiptsroot:" 0x56e81f171bcc55a6ff8345e692c0f86e5b48e01b996cadc001622fb5e363b421 ", Sha3Uncles:" 0x1dcc4de8dec75d7aab85b567b6ccd41ad312451b948a7413f0a142fd40d49347 ", size:540, Stateroot:" 0xd7f8974fb5ac78d9ac

How to build Your Own Blockchain part 4.2-ethereum Proof of Work Difficulty

We ' re back on it in the Proof of Work difficulty spectrum, this time going through how Ethereum ' s difficulty Time. This is part 4.2 of the "Part 4 series" Where part 4.1 was about Bitcoin ' PoW difficulty, and the following 4.3 would be ab Out JBC ' s PoW difficulty. Tl;dr To calculate the difficulty for the next Ethereum blocks, you calculate the time it took to mine the previous blocks, and if That's

How to use PHP to develop the Ethereum payment system

This article is the PHP development Ethereum system, mainly introduces the use of PHP for intelligent Contract Development interaction, account creation, transaction, transfer, coin development and filters and events and other content. When I first considered paying in crypto currency, I looked at available solutions like stripe. I think the problem with stripe is that it only allows Bitcoin payments with a U.S. merchant account, so that's not a choi

Swarm intelligence Optimization algorithm-test function matlab Source code

Swarm intelligence optimization algorithm test function matlab source codeGlobal M;creatematrix (2);%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% drawing Ackley Picture. %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Ackley x from[-5 5]% x=-5:0.01:5;% [X,y]=meshgrid (x);% temp1=x.^2+y.^2;% temp2= cos (2*pi*x) +cos (2*pi*y),% z=20+exp (1) -20*exp ( -0.2*SQRT (TEMP1/2))-exp (TEMP2/2);% axis ([ -5,5,-5,5]);% MESHC (x, y, z); %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% draw the

The simplest command line nail-nail robot hair swarm information

The red text content is replaced with its own token, and you can post your own nail group notifications via the command line.Curl-h "Content-type:application/json"-d ' {"Msgtype": "Text", "text": {"Content": "I am me, is not the same fireworks"}} ' https:// oapi.dingtalk.com/robot/send?access_token=XXXXXXXMore content Reference Staples official documentationhttps://open-doc.dingtalk.com/docs/doc.htm?spm=a219a.7629140.0.0.karFPetreeId=257articleId=105735 doctype=1The simplest command line nail-na

Docker Swarm Code Analysis Note (--scheduler)

This is a creation in Article, where the information may have evolved or changed. Docker Swarm manageThe commands scheduler are built with filter and strategy ( cli/manage.go ): sched := scheduler.New(s, fs) schedulerthe actual function is to select cluster.ContainerConfig a list that meets the requirements node ( Docker Engine ): // SelectNodesForContainer will return a list of nodes where the container can// be scheduled, sorted by order or preferen

Docker Cluster Lab Environment Deployment--swarm "3 Registry Service monitoring and Autodiscover component--consul"

10.40.100.145 onDocker run-d--name consul0--restart=always-v/mnt:/data \- P 8300:8300 \- P 8301:8301 \- P 8301:8301/udp \- P 8302:8302 \- P 8302:8302/udp \- P 8400:8400 \- P 8500:8500 \docker-registry.venic.com:5000/consul:latest-server-advertise 10.40.100.145-bootstrap-expect 310.40.100.146 onDocker run-d--name consul1--restart=always-v/mnt:/data \- P 8300:8300 \- P 8301:8301 \- P 8301:8301/udp \- P 8302:8302 \- P 8302:8302/udp \- P 8400:8400 \- P 8500:8500 \docker-registry.venic.com:5000/cons

Python Small script upgrade-nail swarm chat robot

='#监控url"'Data={parameter} applogin=requests.post (url,data)ifInt (applogin.status_code)!=200: send_message (Content="app login does not load properly! Time is:%s"%Datetime.datetime.now ())Print(U'App Login is a can not to login') Else: Print(U'App login can be accessed normally')if __name__=='__main__': whileTrue:Try: Applogin () index () Appindex () Time.sleep (60) exceptException as E:Print(e)ContinueThen, go and Debug.After the test is complete, the script can be updated

Station swarm optimization Four strokes let you get rid of the site by K danger

Now grassroots webmaster If only rely on a website to conquer, is very difficult things, then if we do a station group so through to station to operate the way, it is still very easy to make money, but the station swarm optimization if not able to hide their intentions, it is easy to let Baidu Spider identified, At that time your site is facing the danger of being K! Let's talk about how to get out of this danger! One: Hide the whois information of t

Particle swarm optimization (6)-----Several evaluation functions of fitness

Several fitness evaluation functions are given, and the graphical representation is given. The first few days of the virus, reinstall the system, accidentally the program all formatted, crying!!! No way, a lot of programs are missing, now put these several typical functions rewritten, give them out, even if the particle swarm algorithm is an end! Hate virus!!!! The first function: The Griewank function, the graph looks like this: The fitness func

Particle swarm optimization Algorithm (PSO) for optimal solution

Explanation of particle swarm optimization algorithm (PSO): http://blog.csdn.net/myarrow/article/details/51507671 (various references on the Internet)Using PSO to find the function extremum.function [f]= Fun (x, y)%UNTITLED2 shows a Summary of this function here = (x-a) ^2 + (y-b) ^2; endConstructs a two-tuple function, obviously with a minimum, in (50, 50).Use five of particles to find it. The function output value corresponding to each point is c

Docker Swarm cluster graphical display tool visualizer installation and precautions __visualizer

# # Visualizer Very visually shows the container load on each Docker host in the Swarm cluster, # # Shipyard and Visualizer will take 8080, 5000 ports# # should be planned, avoid the use of these two ports, I in the code should be 8088 ports# # The following code has been tested properly # # The Access address in this example: http://IP:8088 # # Run the following service creation command on the management nodeDocker service create \--name=viz \--PU

Common commands for Docker service based on Docker swarm

Docker service is a declarative, scalable, load-balanced application. Docker service is a user-oriented application, while Docker swarm is an IT-oriented node cluster. Docker service is often run on the basis of Docker swarm. Common commands for Docker service:Docker Service Create--name myservice-p 8080:8080--replicas 5 an_image Description, create a Docker service with 5 copiesDocker Service LS Docker

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