國立高雄大學圖資館 |

Language: English

Back

Nonlinear combinatorial optimization

Du, Ding-Zhu.

Nonlinear combinatorial optimization

Record Type:	Electronic resources : Monograph/item
Title/Author:	Nonlinear combinatorial optimizationedited by Ding-Zhu Du, Panos M. Pardalos, Zhao Zhang.
other author:	Du, Ding-Zhu.
Published:	Cham :Springer International Publishing :2019.
Description:	viii, 315 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Combinatorial optimization.
Online resource:	https://doi.org/10.1007/978-3-030-16194-1
ISBN:	9783030161941$q(electronic bk.)

Nonlinear combinatorial optimization
Nonlinear combinatorial optimization[electronic resource] /edited by Ding-Zhu Du, Panos M. Pardalos, Zhao Zhang. - Cham :Springer International Publishing :2019. - viii, 315 p. :ill., digital ;24 cm. - Springer optimization and its applications,v.1471931-6828 ;. - Springer optimization and its applications ;v. 3..

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$q(electronic bk.)

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

185796
Combinatorial optimization.

LC Class. No.: QA402.5 / .N665 2019

Dewey Class. No.: 515.64

Nonlinear combinatorial optimization
LDR:02831nmm a2200349 a 4500 001 559053
003 DE-He213
005 20191030170610.0
006 m d
007 cr nn 008maaau
008 191219s2019 gw s 0 eng d
020 $a 9783030161941$q(electronic bk.)
020 $a 9783030161934$q(paper)
024 7 $a 10.1007/978-3-030-16194-1 $2 doi
035 $a 978-3-030-16194-1
040 $a GP $c GP
041 0 $a eng
050 4 $a QA402.5 $b .N665 2019
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
090 $a QA402.5 $b .N813 2019
245 0 0 $a Nonlinear combinatorial optimization $h [electronic resource] / $c edited by Ding-Zhu Du, Panos M. Pardalos, Zhao Zhang.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2019.
300 $a viii, 315 p. : $b ill., digital ; $c 24 cm.
490 1 $a Springer optimization and its applications, $x 1931-6828 ; $v 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 Combinatorial optimization. $3 185796
650 1 4 $a Calculus of Variations and Optimal Control; Optimization. $3 274198
650 2 4 $a Data Structures and Information Theory. $3 825714
650 2 4 $a Combinatorics. $3 274788
650 2 4 $a Convex and Discrete Geometry. $3 277230
650 2 4 $a Algorithms. $3 184661
650 2 4 $a Topology. $3 185965
700 1 $a Du, Ding-Zhu. $3 253890
700 1 $a Pardalos, Panos M. $3 275700
700 1 $a Zhang, Zhao. $3 702720
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Springer optimization and its applications ; $v v. 3. $3 440366
856 4 0 $u https://doi.org/10.1007/978-3-030-16194-1
950 $a Mathematics and Statistics (Springer-11649)