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Recent Advances in Computational Optimization

Selected Papers from the WCO 2022 – Workshop on Computational Optimization

  • Conference proceedings
  • © 2024

Overview

Editors:
  1. Stefka Fidanova

    1. Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Sofia, Bulgaria

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  • 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)

Part of the book series: Studies in Computational Intelligence (SCI, volume 1158)

Included in the following conference series:

Conference proceedings info: WCO 2022.

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About this book

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.

Keywords

Table of contents (17 papers)

  1. Front Matter

    Pages i-x
    Download chapter PDF

  2. Application of Intuitionistic Fuzzy Logic to Identify Important Functional Performance Indicators in Case of Youth Hockey Players

    • Antonio Antonov, Iveta Bonova, Dafina Zoteva, Olympia Roeva
    Pages 1-17

  3. Applicability of the CHIRPS Precipitation Product in the Regional Climatology of Southeast Europe

    • Hristo Chervenkov, Kiril Slavov
    Pages 18-29

  4. Mathematical Modeling and Static Characteristics of the Anaerobic Digestion of Organic Wastes with Production of Hydrogen and Methane

    • Elena Chorukova, Olympia Roeva
    Pages 30-51

  5. Towards the Analysis of Longitudinal Data in Knowledge Graphs on Job Ads

    • Jens Dör**haus, Vera Weil, Johanna Binnewitt
    Pages 52-70

  6. Workforce Allocation for Social Engagement Services via Stochastic Optimization

    • Michel Bierlaire, Edoardo Fadda, Lohic Fotio Tiotsop, Daniele Manerba
    Pages 71-87

  7. Application of Methaeuristics for Agricultural System Modelling

    • Stefka Fidanova, Ivan Dimov, Denitsa Angelova, Maria Ganzha
    Pages 88-109

  8. Subcaterpillar Isomorphism: Subtree Isomorphism for Rooted Labeled Caterpillars

    • Tomoya Miyazaki, Kouichi Hirata
    Pages 110-140

  9. Optimization, Performance and Scalability Experiments of a Large Air Pollution Model by Using the EuroHPC Petascale Supercomputer DISCOVERER

    • Tzvetan Ostromsky
    Pages 141-151

  10. Software Tool for Optimizing Cycling Route by Defining Cyclist Air Pollution Exposure

    • Petar Zhivkov, Alexander Simidchiev
    Pages 152-170

  11. Surrogate Estimators for Complex Bi-level Energy Management

    • Fatiha Bendali, Eloise Mole Kamga, Jean Mailfert, Alejandro Olivas Gonzales, Alain Quilliot, Helene Toussaint
    Pages 171-196

  12. An Application of the Temporal Intuitionistic Fuzzy Algorithm for Franchisee Selection in a Fast-Food Restaurant Chain

    • Velichka Traneva, Stoyan Tranev, Deyan Mavrov
    Pages 197-211

  13. An Application of the Intuitionistic Fuzzy Approach to the Hungarian Algorithm for the Travelling Salesman Problem

    • Velichka Traneva, Deyan Mavrov, Stoyan Tranev
    Pages 212-226

  14. On a Full Stochastic Optimization Approach for European Option Pricing

    • Venelin Todorov, Slavi Georgiev
    Pages 227-242

  15. Advanced Methods and Algorithms to Study the High Pollutant Concentrations in Europe

    • Venelin Todorov, Slavi Georgiev, Ivan Dimov
    Pages 243-277

  16. Advanced Stochastic Sequences for Multidimensional Integrals Used in Neural Networks

    • Venelin Todorov, Slavi Georgiev
    Pages 278-288

  17. Application of an Inverse Dirichlet’s Principle to Discrete Recreational Problems: Bound Estimation’s Optimization Using Combinatorial Probability and Comparison of Numerical Bound Estimation Using Various Algorithms, Including Recursive Inclusion-Exclusion Principle

    • Lubomír Štěpánek, Filip Habarta, Ivana Malá, Luboš Marek, Stefka Fidanova
    Pages 289-313

  18. Correction to: Application of Intuitionistic Fuzzy Logic to Identify Important Functional Performance Indicators in Case of Youth Hockey Players

    • Antonio Antonov, Iveta Bonova, Dafina Zoteva, Olympia Roeva
    Pages C1-C1

  19. Back Matter

    Pages 315-315
    Download chapter PDF
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Other volumes

  1. Recent Advances in Computational Optimization

Editors and Affiliations

  • Institute of Information and Communication Technologies, Bulgarian Academy of Sciences, Sofia, Bulgaria

    Stefka Fidanova

Bibliographic Information

  • Book Title: Recent Advances in Computational Optimization

  • Book Subtitle: Selected Papers from the WCO 2022 – Workshop on Computational Optimization

  • Editors: Stefka Fidanova

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-031-57320-0

  • Publisher: Springer Cham

  • eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2024

  • Hardcover ISBN: 978-3-031-57319-4Published: 09 April 2024

  • Softcover ISBN: 978-3-031-57322-4Due: 20 May 2024

  • eBook ISBN: 978-3-031-57320-0Published: 27 March 2024

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: X, 315

  • Number of Illustrations: 185 b/w illustrations, 60 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence, Algorithms

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