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Evolutionary Computation in Combinatorial Optimization : 20th European Conference, EvoCOP 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15-17, 2020, Proceedings / edited by Luís Paquete, Christine Zarges.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- LNCS sublibrary. Theoretical computer science and general issues 2512-2029 ; SL 1, 12102
- Theoretical Computer Science and General Issues, 2512-2029 ; 12102
- Language:
- English
- Subjects (All):
- Computer science-Mathematics.
- Computer networks.
- Application software.
- Computer science.
- Discrete mathematics.
- Mathematics of Computing.
- Computer Communication Networks.
- Computer and Information Systems Applications.
- Theory of Computation.
- Discrete Mathematics in Computer Science.
- Local Subjects:
- Mathematics of Computing.
- Computer Communication Networks.
- Computer and Information Systems Applications.
- Theory of Computation.
- Discrete Mathematics in Computer Science.
- Physical Description:
- 1 online resource (XIV, 231 pages) : 82 illustrations, 46 illustrations in color.
- Edition:
- 1st ed. 2020.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2020.
- System Details:
- text file PDF
- Summary:
- This book constitutes the refereed proceedings of the 20th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2020, held as part of Evo*2020, in Seville, Spain, in April 2020, co-located with the Evo*2020 events EuroGP, EvoMUSART and EvoApplications. The 14 full papers presented in this book were carefully reviewed and selected from 37 submissions. The papers cover a wide spectrum of topics, ranging from the foundations of evolutionary computation algorithms and other search heuristics, to their accurate design and application to combinatorial optimization problems.
- Contents:
- Optimizing Prices and Periods in Time-of-use Electricity Tariff Design Using Bilevel Programming
- An Algebraic Approach for the Search Space of Permutations with Repetition
- A Comparison of Genetic Representations for Multi-Objective Shortest Path Problems on Multigraphs
- The Univariate Marginal Distribution Algorithm Copes well with Deception and Epistasis
- A Beam Search Approach to the Traveling Tournament Problem
- Cooperative Parallel SAT Local Search with Path Relinking
- Dynamic Compartmental Models for Large Multi-Objective Landscapes and Performance Estimation
- Fitness Landscape Analysis of Automated Machine Learning Search Spaces
- On the Combined Impact of Population Size and Sub-problem Selection in MOEA/D
- A Grouping Genetic Algorithm for Multi Depot Pickup and Delivery Problems with Time Windows and Heterogeneous Vehicle Fleets
- MILPIBEA: Algorithm for Multi-Objective Features Selection in (Evolving) Software Product Lines
- A Group Genetic Algorithm for Resource Allocation in Container-Based Clouds
- The Local Optima Level in Chemotherapy Schedule Optimisation
- Genetic Programming with Adaptive Search Based on the Frequency of Features for Dynamic Flexible Job Shop Scheduling.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-43680-3
- 9783030436803
- Access Restriction:
- Restricted for use by site license.
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