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Parallel problem solving from nature -- PPSN XV : 15th International Conference, Coimbra, Portugal, September 8-12, 2018, Proceedings. Part II

Author: Anne AugerCarlos M da FonsecaNuno LourençoPenousal MachadoLuis F PaqueteAll authors
Publisher: Cham : Springer, 2018.
Series: Lecture notes in computer science, 11102.; LNCS sublibrary., SL 1,, Theoretical computer science and general issues.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
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  Read more...
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Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Additional Physical Format: Print version:
International Conference on Parallel Problem Solving from Nature (15th : 2018 : Coimbra, Portugal).
Parallel problem solving from nature -- PPSN XV.
Cham : Springer, 2018
(OCoLC)1044865549
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Anne Auger; Carlos M da Fonseca; Nuno Lourenço; Penousal Machado; Luis F Paquete; L Darrell Whitley
ISBN: 9783319992594 3319992597 9783319992600 3319992600
OCLC Number: 1050994921
Notes: International conference proceedings.
Includes author index.
Description: 1 online resource (xxi, 501 pages) : illustrations.
Series Title: Lecture notes in computer science, 11102.; LNCS sublibrary., SL 1,, Theoretical computer science and general issues.
Other Titles: PPSN XV
Responsibility: Anne Auger, Carlos M. Fonseca, Nuno Lourenço, Penousal Machado, Luís Paquete, Darrell Whitley (eds.).

Abstract:

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 XV.

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