Nonlinear Combinatorial Optimization
tarafından
 
Du, Ding-Zhu. editor.

Başlık
Nonlinear Combinatorial Optimization

Yazar
Du, Ding-Zhu. editor.

ISBN
9783030161941

Edisyon
1st ed. 2019.

Fiziksel Niteleme
VIII, 315 p. 29 illus., 9 illus. in color. online resource.

Seri
Springer Optimization and Its Applications, 147

İçindekiler
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.

Özet
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.

Konu Başlığı
Calculus of variations.
 
Data structures (Computer science).
 
Combinatorics.
 
Convex geometry .
 
Discrete geometry.
 
Algorithms.
 
Topology.
 
Calculus of Variations and Optimal Control; Optimization. https://scigraph.springernature.com/ontologies/product-market-codes/M26016
 
Data Structures and Information Theory. https://scigraph.springernature.com/ontologies/product-market-codes/I15009
 
Combinatorics. https://scigraph.springernature.com/ontologies/product-market-codes/M29010
 
Convex and Discrete Geometry. https://scigraph.springernature.com/ontologies/product-market-codes/M21014
 
Algorithms. https://scigraph.springernature.com/ontologies/product-market-codes/M14018
 
Topology. https://scigraph.springernature.com/ontologies/product-market-codes/M28000

Yazar Ek Girişi
Du, Ding-Zhu.
 
Pardalos, Panos M.
 
Zhang, Zhao.

Ek Kurum Yazar
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-3-030-16194-1


Materyal TürüBarkodYer NumarasıDurumu/İade Tarihi
Electronic Book428652-1001QA315 -316Springer E-Book Collection