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Application of particle swarm optimization algorithm in Parameter Estimation of Complex Functions

Full text: http://www.lingch.net/db/download.asp? Tab = softdown fild = 9 id = 30 Abstract:Particle Swarm Optimization (PSO)AlgorithmIt is one of the most effective modern heuristic search algorithms. It features simple computing, fast convergence, and accurate convergence. This article applies it to Parameter Estimation of complex functions. Using the parameter estimation of complex functions based on the PSO algorithm mentioned in this article,

PSO Particle Swarm Algorithm

Particle Swarm Optimization (PSO), also known as particle swarm optimization, is composed of J. kennedy and R. c. eberhart is an evolutionary computing technology developed in 1995. It comes from a simulation of a simplified social model. Among them, the "swarm" is derived from the five basic principles of group intelligence proposed by the m. M. millonas when de

Maya makes holes in the particle swarm

Maya's particle system, the particle system is different from the other objective, in addition to its macroscopic position change, scaling, rotation, almost impossible as ploy and nurbs, like the details of fine tuning, imagine a more than 100,000 of the particle swarm, to turn it into what it looks like, I think no one can have such patience, fortunately in Maya there are two ways to control the transformation, the first is very commonly used fields

Introduction to Ethereum Development, complete introductory article

An ethereum dapp development tutorial for beginners in Blockchain:Http://xc.hubwiz.com/course/5a952991adb3847553d205d1 A blockchain, Interstellar file System (IPFs), node. js, and MongoDB to build e-commerce platforms:Http://xc.hubwiz.com/course/5abbb7acc02e6b6a59171dd6 Collected some free blockchain, Ethereum technology development related files, the need to download, file Links: Web3.js API Official Docum

"Attached code" how to write and deploy smart contracts that interact with Ethereum on a private chain

Original: How to Write, Deploy, and Interact with Ethereum Smart contracts on a Private BlockchainAuthor: Jack_schultzNo, I'm flying. Abstract: The author gives a very long length of the complete code, related details steps, user interface, etc. of the smart contracts that are written, deployed, and interacted with Ethereum on a private blockchain. The author hopes that with this article, we can write and

Swarm source Analysis (3)---manage cluster

The original text of the QQ space Link: http://user.qzone.qq.com/29185807/blog/1462949671 The original article csdn blog link: http://blog.csdn.net/screscent/ article/details/51374524 1, the construction process Let's look at the construction of cluster first. Code in Swarm\manage.go Initialization of a cluster object Update nodes In addition, the cluster object is also included in the Scheduler and API server. Explain the importance of cluster 2

How to develop with Python and flask-Ethereum smart Contracts

/activate2. Now we need Ganache that ethereum test chain.Ganache is a personal blockchain developed by Ethereum that can be used to deploy contracts, develop applications, and run tests.$ npm install -g ganache-cli3. Install Python web3web3.py is a Python library for interacting with Ethereum. Its API is derived from the Web3.js Javascript API and should be famil

"Ethereum" Ethereum:smart contract

Introduction HistoryThere is a payment called P2SH (pay to script hash) in Bitcoin. With this feature, you can compile many interesting scripts (the original form of contract) like this wiki and this. P2sh in Bitcoin: Hash Locked Tx on ZKCP op_sha256 Complex logical control on contract, such as colored Bitcoin, and stake IPO, bitcoin have no these abilities. Questions How to pay fee for colored transaction on bitcoin network? How to automatically color a coin in a chain of transactions? Evolv

Ethereum Purple Book

Ethereum Purple Book (Chinese version)Vitalik ButerinTranslator Source: Linktimetech Public numberAt the recently concluded Ethereum DevCon 2 conference, Ethereum founder Vitalik shared his latest research, the Ethereum Purple book, where we translated it into Chinese for everyone to read. The original version of "Pur

MATLAB implementation of particle swarm optimization algorithm (PSO)

Particle swarm optimization (PSO) algorithm is a group search algorithm which simulates the social behavior of avian groups. It is divided into the global best particle optimization and local best particle optimization, for the global best PSO, or called gbest PSO, each particle neighborhood is the entire group, the algorithm pseudo-code is as follows: Create and initialize an n-dimensional particle swarmRepeatFor each particle i=1,2,... n DoSet

Docker Swarm Code Analysis Note (5)--cluster/cluster.go

This is a created article in which the information may have evolved or changed. cluster\cluster.goThe file defines Cluster interface : // Cluster is exportedtype Cluster interface { // Create a container CreateContainer(config *ContainerConfig, name string, authConfig *types.AuthConfig) (*Container, error) // Remove a container RemoveContainer(container *Container, force, volumes bool) error // Return all images Images() Images ......} Currently implemented mesos ( clust

Particle swarm optimization algorithm implemented by Python

() * (P.best-p.params) \+ C2 * Random () * (Gbest.params-p.params)P.params = P.params +v51. i + = 153.ifErr Err_crit:54. Break55.#progress bar. '. ' = 10%56.ifI% (ITER_MAX/10) = =0:57.Print '.'58. 59.Print '\nparticle Swarm optimisation\n'60.Print 'parameters\n','-'*961.Print 'Population Size:', Pop_size62.Print 'Dimensions:', Dimensions63.Print 'Error Criterion:', Err_crit64.Print 'C1:', C165.Print 'C2:', C266.Print 'Function:f6'67. 68.Print 'result

Docker: How to deploy a node. JS project to Docker's swarm

Prerequisites: Docker Create virtual machines and Swarm How to use Docker Create a node. js The development Environment Body:? How to use Docker to build a node. JS Development Environment The Nodehello image created in the article is published on the official website. Perform Docker images to list all current image.Perform Docker login LoginTag Nodehello Image:Docker Tag Image Username/reposi

"Network xx not manually attachable" error resolved when Docker uses swarm overlay networks

When using Swarm's overlay network, run the Container Times "network xx not manually attachable" error in the WebDocker Network create-d Overlay--attachable My-attachable-overlayNetworks created by default with Docker network create-d overlay NET can only be used by swarm service and need to be added--attachable option if required to be used by a separate containerDocker Network create-d Overlay--attachable My-attachable-overlayReference https://docs.

Python Flask How to develop an Ethereum smart contract

/activate2. Now we need Ganache that ethereum test chain.Ganache is a personal blockchain developed by Ethereum that can be used to deploy contracts, develop applications, and run tests.$ npm install -g ganache-cli3. Install Python web3web3.py is a Python library for interacting with Ethereum. Its API is derived from the Web3.js Javascript API and should be famil

Three days unexpectedly exploded two big loophole event! We're going to teach you how to jump over ethereum pits.

"Now enter you or the forerunner, finally the Watcher enters is the leek." Mr. Cai, Chairman of the Board of Directors, predicted the prophecy in the Three O'Clock Group. On April 22, with the advent of the BEC Smart contract loophole, a line of code evaporated 6447277680 yuan. However, after a lapse of three days, the smart contract SMT, the price of SMT in the fire currency pro fell nearly 20%. For a time, no matter forerunner or quasi "leek", have been harvested miserably. Blockchain as a pro

-python implementation of particle swarm optimization algorithm

The class for particle Swarm optimization A " " - - def __init__(self, sizepop, Vardim, bound, Maxgen, params): the " " - sizepop:population Sizepop - Vardim:dimension of Variables - Bound:boundaries of Variables + maxgen:termination Condition - params:algorithm Required parameters, it is a list which is consisting of[w, C1, C2] + " " ASelf.sizepop =Sizepop atSelf.vardim =Vardim -Self.bound =bound -Self. Maxgen =Maxgen -Self.

Zookeeper+mesos+docker+swarm

Install Mesosecho 10.10.16.193 >/etc/mesos-slave/hostnameecho "Mesos,docker" >/etc/mesos-slave/containerizersVim/etc/mesos/zkZk://10.10.16.194:2181,10.10.16.194:2182,10.10.16.194:2183/mesosSystemctl Start Mesos-slaveUnable to start the problem after modifying/etc/mesos-slave/hostname, remove rm-rf/var/lib/mesos/meta/* and restartDokcer Swarm Deployment1. Download swarmDocker Pull Swarm2. Start swarmDocker run-d--net=host

The basic particle swarm optimization algorithm is used to solve 2D variables.

% Basic particle swarm optimization )-----------% Name: basic particle swarm optimization algorithm (PSO)% Role: Solving Optimization Problems% Description: it is a two-dimensional Variable. A small number of modifications are made in the program to accurately iterate the results.% Author: Zhou Nan% Time: 2009-12-18-Clear all;CLC;% X-axis length percentageX_rate = 0.02;% Ordinate length percentageY_rate = 0

Thoughts on Particle Swarm Optimization Algorithms

I. Particle SwarmAlgorithmDifferences from real models: The particle swarm optimization algorithm is designed based on the bird's feeding model. The model differs from the real bird's feeding process. 1. discretization and continuity are different:When a bird is flying, it is a continuous flight, and all the "lines" on the road constitute a position for food. The motion of particles in the model is discrete, it is a position that consists of "points

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