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.
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eBook - ePub
Nonlinear Combinatorial Optimization
About this book
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Table of contents
- Cover
- Front Matter
- 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 Non-linear Objectives
- Solving Combinatorial Problems with Machine Learning Methods
- Modeling Malware Propagation Dynamics and Developing Prevention Methods in Wireless Sensor Networks
- Composed Influence Maximization in Social Networks
- Friending
- Optimization on Content Spread in Social Network Studies
- Interaction-Aware Influence Maximization in Social Networks
- Multi-Document Extractive Summarization as a Non-linear Combinatorial Optimization Problem
- Viral Marketing for Complementary Products
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Yes, you can access Nonlinear Combinatorial Optimization by Ding-Zhu Du,Panos M. Pardalos,Zhao Zhang in PDF and/or ePUB format, as well as other popular books in Mathematics & Computer Science General. We have over 1.5 million books available in our catalogue for you to explore.