Evolutionary Computation in Combinatorial Optimization
19th European Conference, EvoCOP 2019, Held as Part of EvoStar 2019, Leipzig, Germany, April 24–26, 2019, Proceedings
Seiten
2019
|
1st ed. 2019
Springer International Publishing (Verlag)
978-3-030-16710-3 (ISBN)
Springer International Publishing (Verlag)
978-3-030-16710-3 (ISBN)
This book constitutes the refereed proceedings of the 19th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2019, held as part of Evo* 2019, in Leipzig, Germany, in April 2019, co-located with the Evo* 2019 events EuroGP, EvoMUSART and EvoApplications.
The 14 revised full papers presented 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 both single- and multi-objective combinatorial optimization problems. Fundamental and methodological aspects deal with runtime analysis, the structural properties of fitness landscapes, the study of metaheuristics core components, the clever design of their search principles, and their careful selection and configuration. Applications cover domains such as scheduling, routing, partitioning and general graph problems.| Erscheinungsdatum | 30.03.2019 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
| Zusatzinfo | XIV, 213 p. 57 illus., 34 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 355 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
| Mathematik / Informatik ► Mathematik ► Analysis | |
| Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik | |
| Schlagworte | Algorithm analysis and problem complexity • Applications • Artificial Intelligence • automatic algorithm configuration • Combinatorial Mathematics • combinatorial optimization • Combinatorial Problems • Computer Science • conference proceedings • data structures • evolutionary algorithms • Genetic algorithms • graph theory • Heuristic Methods • Informatics • local optima • Metaheuristics • particle swarm optimization (PSO) • Problem Solving • Research • Routing Protocols • Runtime Analysis • Search Spaces • Simulated annealing • stochastic local search • Traveling Salesman Problem |
| ISBN-10 | 3-030-16710-0 / 3030167100 |
| ISBN-13 | 978-3-030-16710-3 / 9783030167103 |
| Zustand | Neuware |
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