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Parallel Problem Solving from Nature – PPSN XV = 15th International Conference, Coimbra, Portugal, September 8–12, 2018, Proceedings, Part I /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Parallel Problem Solving from Nature – PPSN XV/ edited by Anne Auger, Carlos M. Fonseca, Nuno Lourenço, Penousal Machado, Luís Paquete, Darrell Whitley.
其他題名:	15th International Conference, Coimbra, Portugal, September 8–12, 2018, Proceedings, Part I /
其他作者:	Auger, Anne.
面頁冊數:	XXX, 539 p. 178 illus.online resource. :
Contained By:	Springer Nature eBook
標題:	Artificial intelligence. -
電子資源:	https://doi.org/10.1007/978-3-319-99253-2
ISBN:	9783319992532

Parallel Problem Solving from Nature – PPSN XV = 15th International Conference, Coimbra, Portugal, September 8–12, 2018, Proceedings, Part I /
Parallel Problem Solving from Nature – PPSN XV15th International Conference, Coimbra, Portugal, September 8–12, 2018, Proceedings, Part I /[electronic resource] :edited by Anne Auger, Carlos M. Fonseca, Nuno Lourenço, Penousal Machado, Luís Paquete, Darrell Whitley. - 1st ed. 2018. - XXX, 539 p. 178 illus.online resource. - Theoretical Computer Science and General Issues ;11101. - Theoretical Computer Science and General Issues ;9163.

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. .

ISBN: 9783319992532

Standard No.: 10.1007/978-3-319-99253-2doiSubjects--Topical Terms:

559380
Artificial intelligence.

LC Class. No.: Q334-342

Dewey Class. No.: 006.3

Parallel Problem Solving from Nature – PPSN XV = 15th International Conference, Coimbra, Portugal, September 8–12, 2018, Proceedings, Part I /
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