國立虎尾科技大學 |

Nonlinear Combinatorial Optimization

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Nonlinear Combinatorial Optimization/ edited by Ding-Zhu Du, Panos M. Pardalos, Zhao Zhang.
other author:	Du, Ding-Zhu.
Description:	VIII, 315 p. 29 illus., 9 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Calculus of variations. -
Online resource:	https://doi.org/10.1007/978-3-030-16194-1
ISBN:	9783030161941

Nonlinear Combinatorial Optimization
Nonlinear Combinatorial Optimization[electronic resource] /edited by Ding-Zhu Du, Panos M. Pardalos, Zhao Zhang. - 1st ed. 2019. - VIII, 315 p. 29 illus., 9 illus. in color.online resource. - Springer Optimization and Its Applications,1471931-6828 ;. - Springer Optimization and Its Applications,104.

A role of minimum spanning tree -- Discrete Newton method -- An overview of submodular optimization: single- and multi-objectives -- Discrete convex optimization and applications in supply chain management -- Thresholding methods for streaming submodular maximization with a cardinality constraint and its variants -- Nonsubmodular optimization -- On block-structured integer programming and its applications -- Online combinatorial optimization problems with nonlinear objectives -- Solving combinatorial problems with machine learning methods -- Modeling malware propagation dynamics and developing prevention method in wireless sensor networks -- Composed influence in social networks -- Friending -- Optimization on content spread in social network studies -- Interation-aware influence maximization in social networks -- Multi-document extractive summarization as a nonlinear combinatorial optimization- Viral marketing for complementary products.

Graduate students and researchers in applied mathematics, optimization, engineering, computer science, and management science will find this book a useful reference which provides an introduction to applications and fundamental theories in nonlinear combinatorial optimization. Nonlinear combinatorial optimization is a new research area within combinatorial optimization and includes numerous applications to technological developments, such as wireless communication, cloud computing, data science, and social networks. Theoretical developments including discrete Newton methods, primal-dual methods with convex relaxation, submodular optimization, discrete DC program, along with several applications are discussed and explored in this book through articles by leading experts.

ISBN: 9783030161941

Standard No.: 10.1007/978-3-030-16194-1doiSubjects--Topical Terms:

527927
Calculus of variations.

LC Class. No.: QA315-316

Dewey Class. No.: 515.64

Nonlinear Combinatorial Optimization
LDR:03243nam a22004335i 4500 001 1011639
003 DE-He213
005 20200704152212.0
007 cr nn 008mamaa
008 210106s2019 gw | s |||| 0|eng d
020 $a 9783030161941 $9 978-3-030-16194-1
024 7 $a 10.1007/978-3-030-16194-1 $2 doi
035 $a 978-3-030-16194-1
050 4 $a QA315-316
050 4 $a QA402.3
072 7 $a PBKQ $2 bicssc
072 7 $a MAT005000 $2 bisacsh
072 7 $a PBKQ $2 thema
072 7 $a PBU $2 thema
082 0 4 $a 515.64 $2 23
245 1 0 $a Nonlinear Combinatorial Optimization $h [electronic resource] / $c edited by Ding-Zhu Du, Panos M. Pardalos, Zhao Zhang.
250 $a 1st ed. 2019.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2019.
300 $a VIII, 315 p. 29 illus., 9 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Springer Optimization and Its Applications, $x 1931-6828 ; $v 147
505 0 $a A role of minimum spanning tree -- Discrete Newton method -- An overview of submodular optimization: single- and multi-objectives -- Discrete convex optimization and applications in supply chain management -- Thresholding methods for streaming submodular maximization with a cardinality constraint and its variants -- Nonsubmodular optimization -- On block-structured integer programming and its applications -- Online combinatorial optimization problems with nonlinear objectives -- Solving combinatorial problems with machine learning methods -- Modeling malware propagation dynamics and developing prevention method in wireless sensor networks -- Composed influence in social networks -- Friending -- Optimization on content spread in social network studies -- Interation-aware influence maximization in social networks -- Multi-document extractive summarization as a nonlinear combinatorial optimization- Viral marketing for complementary products.
520 $a Graduate students and researchers in applied mathematics, optimization, engineering, computer science, and management science will find this book a useful reference which provides an introduction to applications and fundamental theories in nonlinear combinatorial optimization. Nonlinear combinatorial optimization is a new research area within combinatorial optimization and includes numerous applications to technological developments, such as wireless communication, cloud computing, data science, and social networks. Theoretical developments including discrete Newton methods, primal-dual methods with convex relaxation, submodular optimization, discrete DC program, along with several applications are discussed and explored in this book through articles by leading experts.
650 0 $a Calculus of variations. $3 527927
650 0 $a Data structures (Computer science). $3 680370
650 0 $a Combinatorics. $3 669353
650 0 $a Convex geometry . $3 1255327
650 0 $a Discrete geometry. $3 672137
650 0 $a Algorithms. $3 527865
650 0 $a Topology. $3 633483
650 1 4 $a Calculus of Variations and Optimal Control; Optimization. $3 593942
650 2 4 $a Data Structures and Information Theory. $3 1211601
650 2 4 $a Convex and Discrete Geometry. $3 672138
700 1 $a Du, Ding-Zhu. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 670906
700 1 $a Pardalos, Panos M. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 669384
700 1 $a Zhang, Zhao. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1227415
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030161934
776 0 8 $i Printed edition: $z 9783030161958
776 0 8 $i Printed edition: $z 9783030161965
830 0 $a Springer Optimization and Its Applications, $x 1931-6828 ; $v 104 $3 1255232
856 4 0 $u https://doi.org/10.1007/978-3-030-16194-1
912 $a ZDB-2-SMA
912 $a ZDB-2-SXMS
950 $a Mathematics and Statistics (SpringerNature-11649)
950 $a Mathematics and Statistics (R0) (SpringerNature-43713)