國立高雄大學圖資館 |

語系: 繁體中文

說明(常見問題)

圖資館首頁

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Parallel problem solving from nature...

(1998 :)

Parallel problem solving from nature - PPSN XIV14th International Conference, Edinburgh, UK, September 17-21, 2016 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Parallel problem solving from nature - PPSN XIVedited by Julia Handl ... [et al.].
其他題名:	14th International Conference, Edinburgh, UK, September 17-21, 2016 : proceedings /
其他作者:	Handl, Julia.
團體作者:
出版者:	Cham :Springer International Publishing :2016.
面頁冊數:	xxi, 1026 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Parallel processing (Electronic computers)
電子資源:	http://dx.doi.org/10.1007/978-3-319-45823-6
ISBN:	9783319458236$q(electronic bk.)

Parallel problem solving from nature - PPSN XIV14th International Conference, Edinburgh, UK, September 17-21, 2016 : proceedings /
Parallel problem solving from nature - PPSN XIV14th International Conference, Edinburgh, UK, September 17-21, 2016 : proceedings /[electronic resource] :edited by Julia Handl ... [et al.]. - Cham :Springer International Publishing :2016. - xxi, 1026 p. :ill., digital ;24 cm. - Lecture notes in computer science,99210302-9743 ;. - Lecture notes in computer science ;4891..

Adaption, self-adaption and parameter tuning -- Differential evolution and swarm intelligence -- Dynamic, uncertain and constrained environments -- Genetic programming -- Multi-objective, many-objective and multi-level optimization -- Parallel algorithms and hardware issues -- Real-word applications and modeling -- Theory -- Diversity and landscape analysis -- Workshops and Tutorials.

This book constitutes the refereed proceedings of the 14th International Conference on Parallel Problem Solving from Nature, PPSN 2016, held in Edinburgh, UK, in September 2016. The total of 93 revised full papers were carefully reviewed and selected from 224 submissions. The meeting began with four workshops which offered an ideal opportunity to explore specific topics in intelligent transportation Workshop, landscape-aware heuristic search, natural computing in scheduling and timetabling, and advances in multi-modal optimization. PPSN XIV also included sixteen free tutorials to give us all the opportunity to learn about new aspects: gray box optimization in theory; theory of evolutionary computation; graph-based and cartesian genetic programming; theory of parallel evolutionary algorithms; promoting diversity in evolutionary optimization: why and how; evolutionary multi-objective optimization; intelligent systems for smart cities; advances on multi-modal optimization; evolutionary computation in cryptography; evolutionary robotics - a practical guide to experiment with real hardware; evolutionary algorithms and hyper-heuristics; a bridge between optimization over manifolds and evolutionary computation; implementing evolutionary algorithms in the cloud; the attainment function approach to performance evaluation in EMO; runtime analysis of evolutionary algorithms: basic introduction; meta-model assisted (evolutionary) optimization. The papers are organized in topical sections on adaption, self-adaption and parameter tuning; differential evolution and swarm intelligence; dynamic, uncertain and constrained environments; genetic programming; multi-objective, many-objective and multi-level optimization; parallel algorithms and hardware issues; real-word applications and modeling; theory; diversity and landscape analysis.

ISBN: 9783319458236$q(electronic bk.)

Standard No.: 10.1007/978-3-319-45823-6doiSubjects--Topical Terms:

184697
Parallel processing (Electronic computers)

LC Class. No.: QA76.58

Dewey Class. No.: 004.35

Parallel problem solving from nature - PPSN XIV14th International Conference, Edinburgh, UK, September 17-21, 2016 : proceedings /
LDR:03355nmm a2200337 a 4500 001 496038
003 DE-He213
005 20160830173218.0
006 m d
007 cr nn 008maaau
008 170323s2016 gw s 0 eng d
020 $a 9783319458236$q(electronic bk.)
020 $a 9783319458229$q(paper)
024 7 $a 10.1007/978-3-319-45823-6 $2 doi
035 $a 978-3-319-45823-6
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.58
072 7 $a UYQ $2 bicssc
072 7 $a TJFM1 $2 bicssc
072 7 $a COM004000 $2 bisacsh
082 0 4 $a 004.35 $2 23
090 $a QA76.58 $b .I61 2016
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Parallel problem solving from nature - PPSN XIV $h [electronic resource] : $b 14th International Conference, Edinburgh, UK, September 17-21, 2016 : proceedings / $c edited by Julia Handl ... [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2016.
300 $a xxi, 1026 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 9921
505 0 $a Adaption, self-adaption and parameter tuning -- Differential evolution and swarm intelligence -- Dynamic, uncertain and constrained environments -- Genetic programming -- Multi-objective, many-objective and multi-level optimization -- Parallel algorithms and hardware issues -- Real-word applications and modeling -- Theory -- Diversity and landscape analysis -- Workshops and Tutorials.
520 $a This book constitutes the refereed proceedings of the 14th International Conference on Parallel Problem Solving from Nature, PPSN 2016, held in Edinburgh, UK, in September 2016. The total of 93 revised full papers were carefully reviewed and selected from 224 submissions. The meeting began with four workshops which offered an ideal opportunity to explore specific topics in intelligent transportation Workshop, landscape-aware heuristic search, natural computing in scheduling and timetabling, and advances in multi-modal optimization. PPSN XIV also included sixteen free tutorials to give us all the opportunity to learn about new aspects: gray box optimization in theory; theory of evolutionary computation; graph-based and cartesian genetic programming; theory of parallel evolutionary algorithms; promoting diversity in evolutionary optimization: why and how; evolutionary multi-objective optimization; intelligent systems for smart cities; advances on multi-modal optimization; evolutionary computation in cryptography; evolutionary robotics - a practical guide to experiment with real hardware; evolutionary algorithms and hyper-heuristics; a bridge between optimization over manifolds and evolutionary computation; implementing evolutionary algorithms in the cloud; the attainment function approach to performance evaluation in EMO; runtime analysis of evolutionary algorithms: basic introduction; meta-model assisted (evolutionary) optimization. The papers are organized in topical sections on adaption, self-adaption and parameter tuning; differential evolution and swarm intelligence; dynamic, uncertain and constrained environments; genetic programming; multi-objective, many-objective and multi-level optimization; parallel algorithms and hardware issues; real-word applications and modeling; theory; diversity and landscape analysis.
650 0 $a Parallel processing (Electronic computers) $3 184697
650 0 $a Evolutionary computation $v Congresses. $3 438415
650 1 4 $a Computer Science. $3 212513
650 2 4 $a Artificial Intelligence (incl. Robotics) $3 252959
650 2 4 $a Computational Biology/Bioinformatics. $3 274833
650 2 4 $a Computation by Abstract Devices. $3 273703
650 2 4 $a Pattern Recognition. $3 273706
650 2 4 $a Algorithm Analysis and Problem Complexity. $3 273702
650 2 4 $a Discrete Mathematics in Computer Science. $3 274791
700 1 $a Handl, Julia. $3 758268
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-45823-6
950 $a Computer Science (Springer-11645)