Swarm Intelligence Algorithms Two Volume Set is popular PDF and ePub book, written by Adam Slowik in 2021-01-26, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Swarm Intelligence Algorithms Two Volume Set can be Read Online from any device for your convenience.
Swarm Intelligence Algorithms Two Volume Set Book PDF Summary
Swarm intelligence algorithms are a form of nature-based optimization algorithms. Their main inspiration is the cooperative behavior of animals within specific communities. This can be described as simple behaviors of individuals along with the mechanisms for sharing knowledge between them, resulting in the complex behavior of the entire community. Examples of such behavior can be found in ant colonies, bee swarms, schools of fish or bird flocks. Swarm intelligence algorithms are used to solve difficult optimization problems for which there are no exact solving methods or the use of such methods is impossible, e.g. due to unacceptable computational time. This set comprises two volumes: Swarm Intelligence Algorithms: A Tutorial and Swarm Intelligence Algorithms: Modifications and Applications. The first volume thoroughly presents the basics of 24 algorithms selected from the entire family of swarm intelligence algorithms. It contains a detailed explanation of how each algorithm works, along with relevant program codes in Matlab and the C ++ programming language, as well as numerical examples illustrating step-by-step how individual algorithms work. The second volume describes selected modifications of these algorithms and presents their practical applications. This book presents 24 swarm algorithms together with their modifications and practical applications. Each chapter is devoted to one algorithm. It contains a short description along with a pseudo-code showing the various stages of its operation. In addition, each chapter contains a description of selected modifications of the algorithm and shows how it can be used to solve a selected practical problem.
Detail Book of Swarm Intelligence Algorithms Two Volume Set PDF
- Author : Adam Slowik
- Release : 26 January 2021
- Publisher : CRC Press
- ISBN : 9781000168723
- Genre : Computers
- Total Page : 379 pages
- Language : English
- PDF File Size : 20,5 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Swarm Intelligence Algorithms Two Volume Set by Adam Slowik, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.