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Recent Advances in Computational Optimization: Selected Papers from the WCO 2022 – Workshop on Computational Optimization: Studies in Computational Intelligence, cartea 1158

Editat de Stefka Fidanova
en Limba Engleză Hardback – 9 apr 2024
The book is a comprehensive collection of extended contributions from the Workshops on Computational Optimization 2022. Our everyday life is unthinkable without optimization. We try to minimize our effort and to maximize the achieved profit. Many real world and industrial problems arising in engineering, economics, medicine, and other domains can be formulated as optimization tasks. This book presents recent advances in computational optimization. The book includes important real problems like modeling of physical processes, parameter settings for controlling different processes, agricultural modeling transportation problems, energy management, machine scheduling, air pollution modeling, optimization of fast-food restaurant chain, and solving engineering and financial problems. It shows how to develop algorithms for them based on new intelligent methods like evolutionary computations, ant colony optimization, constrain programming Monte Carlo method, and others. This book demonstrates how some real-world problems arising in engineering, economics, and other domains can be formulated as optimization problems.
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Specificații

ISBN-13: 9783031573194
ISBN-10: 3031573196
Ilustrații: X, 315 p. 245 illus., 60 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.64 kg
Ediția:2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria Studies in Computational Intelligence

Locul publicării:Cham, Switzerland

Cuprins

1. Application of Intuitionistic Fuzzy Logic to Identify Important Functional Performance Indicators in Case of Youth Hockey Players.- 2. Applicability of the CHIRPS Precipitation Product in the Regional Climatology of Southeast Europe.- 3. Mathematical Modeling and Static Characteristics of the Anaerobic Digestion of Organic Wastes with Production of Hydrogen and Methane.- 4. Towards the Analysis of Longitudinal Data in Knowledge Graphs on Job Ads.- 5. Workforce Allocation for Social Engagement Services via Stochastic Optimization.- 6. Application of Methaeuristics for Agricultural System Modelling.- 7. Subcaterpillar Isomorphism: Subtree Isomorphism for Rooted Labeled Caterpillars.- 8. Optimization, Performance and Scalability Experiments of a Large Air Pollution Model by Using the EuroHPC Petascale Supercomputer DISCOVERER.- 9. Software Tool for Optimizing Cycling Route by Defining Cyclist Air Pollution Exposure.- 10. Surrogate Estimators for Complex Bi-Level Energy Management, etc.

Textul de pe ultima copertă

The book is a comprehensive collection of extended contributions from the Workshops on Computational Optimization 2022. Our everyday life is unthinkable without optimization. We try to minimize our effort and to maximize the achieved profit. Many real world and industrial problems arising in engineering, economics, medicine, and other domains can be formulated as optimization tasks. This book presents recent advances in computational optimization. The book includes important real problems like modeling of physical processes, parameter settings for controlling different processes, agricultural modeling transportation problems, energy management, machine scheduling, air pollution modeling, optimization of fast-food restaurant chain, and solving engineering and financial problems. It shows how to develop algorithms for them based on new intelligent methods like evolutionary computations, ant colony optimization, constrain programming Monte Carlo method, and others. This book demonstrates how some real-world problems arising in engineering, economics, and other domains can be formulated as optimization problems.

Caracteristici

Shows how to develop algorithms for real-world problems based on new metaheuristic methods Addresses important real-world problems Extended contributions from the 15th International Workshop on Computational Optimization (WCO)

Recenzii

“I would recommend this book both to practitioners interested in solving real-life optimization problems and to mathematicians and computer scientists developing and/or improving optimization algorithms. The plethora of application examples will help readers better understand the breadth of possible applications, teach them a few tricks that they will be able to use, and, by emphasizing remaining challenges, encourage future research.” (V. Kreinovich, Computing Reviews, November, 2016)