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Parallel Problem Solving from Nature – PPSN XV : 15th International Conference, Coimbra, Portugal, September 8–12, 2018, Proceedings, Part I / edited by Anne Auger, Carlos M. Fonseca, Nuno Lourenço, Penousal Machado, Luís Paquete, Darrell Whitley

Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Theoretical Computer Science and General Issues ; 11101 | SpringerLink BücherPublisher: Cham : Springer International Publishing, 2018Description: Online-Ressource (XXX, 539 p. 178 illus, online resource)ISBN:
  • 9783319992532
Subject(s): Additional physical formats: 9783319992525 | 9783319992549 | Erscheint auch als: 978-3-319-99252-5 Druck-Ausgabe | Printed edition: 9783319992525 | Printed edition: 9783319992549 DDC classification:
  • 006.3
LOC classification:
  • Q334-342 TJ210.2-211.495
  • Q334-342
  • TJ210.2-211.495
DOI: DOI: 10.1007/978-3-319-99253-2Online resources: Summary: This two-volume set LNCS 11101 and 11102 constitutes the refereed proceedings of the 15th International Conference on Parallel Problem Solving from Nature, PPSN 2018, held in Coimbra, Portugal, in September 2018. The 79 revised full papers were carefully reviewed and selected from 205 submissions. The papers cover a wide range of topics in natural computing including evolutionary computation, artificial neural networks, artificial life, swarm intelligence, artificial immune systems, self-organizing systems, emergent behavior, molecular computing, evolutionary robotics, evolvable hardware, parallel implementations and applications to real-world problems. The papers are organized in the following topical sections: numerical optimization; combinatorial optimization; genetic programming; multi-objective optimization; parallel and distributed frameworks; runtime analysis and approximation results; fitness landscape modeling and analysis; algorithm configuration, selection, and benchmarking; machine learning and evolutionary algorithms; and applications. Also included are the descriptions of 23 tutorials and 6 workshops which took place in the framework of PPSN XVPPN: PPN: 1030110344Package identifier: Produktsigel: ZDB-2-LNC | ZDB-2-SCS | ZDB-2-SXCS | ZDB-2-SEB
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