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Recent Advances in Computational Optimization
Details
This book presents new optimization approaches and methods and their application in real-world and industrial problems. Numerous processes and problems in real life and industry can be represented as optimization problems, including modeling physical processes, wildfire, natural hazards and metal nanostructures, workforce planning, wireless network topology, parameter settings for controlling different processes, extracting elements from video clips, and management of cloud computing environments. This book shows how to develop algorithms for these problems, based on new intelligent methods like evolutionary computations, ant colony optimization and constraint programming, and demonstrates how real-world problems arising in engineering, economics and other domains can be formulated as optimization problems. The book is useful for researchers and practitioners alike.
Shows how to develop algorithms for real-world problems based on new metaheuristic methods Addresses important real-world problems, like parameter settings for controlling processes in a bioreactor and control of ethanol production Presents a comprehensive collection of extended contributions from the 9th International Workshop on Computational Optimization (WCO) held in Poznan, Poland, September 912, 2018
Inhalt
Preface.- Organization.- Chapter 1. Developing a Method for Measuring the Failover Times of First Hop Redundancy within Video Networks.- Chapter 2. Desktop application developed by open source tools for optimizations in cases of natural hazards and eld response. Chapter 3. Data optimizations on Kresna Fire (2017) as inputs for WFA simulations.- Chpater 4. Solving Sorting of Rolling Stock Problems utilizing pseudochain structures in Graphs, etc.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783030227258
- Auflage 1st edition 2020
- Editor Stefka Fidanova
- Sprache Englisch
- Genre Allgemeines & Lexika
- Lesemotiv Verstehen
- Größe H235mm x B155mm x T14mm
- Jahr 2020
- EAN 9783030227258
- Format Kartonierter Einband
- ISBN 3030227251
- Veröffentlichung 14.08.2020
- Titel Recent Advances in Computational Optimization
- Untertitel Results of the Workshop on "Computational Optimization" and "Numerical Search and Optimization" 2018
- Gewicht 382g
- Herausgeber Springer International Publishing
- Anzahl Seiten 248