Archiving Strategies for Evolutionary Multi objective Optimization Algorithms is popular PDF and ePub book, written by Oliver Schütze in 2021-01-04, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Archiving Strategies for Evolutionary Multi objective Optimization Algorithms can be Read Online from any device for your convenience.
Archiving Strategies for Evolutionary Multi objective Optimization Algorithms Book PDF Summary
This book presents an overview of archiving strategies developed over the last years by the authors that deal with suitable approximations of the sets of optimal and nearly optimal solutions of multi-objective optimization problems by means of stochastic search algorithms. All presented archivers are analyzed with respect to the approximation qualities of the limit archives that they generate and the upper bounds of the archive sizes. The convergence analysis will be done using a very broad framework that involves all existing stochastic search algorithms and that will only use minimal assumptions on the process to generate new candidate solutions. All of the presented archivers can effortlessly be coupled with any set-based multi-objective search algorithm such as multi-objective evolutionary algorithms, and the resulting hybrid method takes over the convergence properties of the chosen archiver. This book hence targets at all algorithm designers and practitioners in the field of multi-objective optimization.
Detail Book of Archiving Strategies for Evolutionary Multi objective Optimization Algorithms PDF
- Author : Oliver Schütze
- Release : 04 January 2021
- Publisher : Springer Nature
- ISBN : 9783030637736
- Genre : Technology & Engineering
- Total Page : 242 pages
- Language : English
- PDF File Size : 19,8 Mb
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