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Can I read Network Connectivity: Concepts, Computation, and Optimization (Synthesis Lectures on Learning, Networks, and Algorithms) on EtoBox?
Network Connectivity: Concepts, Computation, and Optimization (Synthesis Lectures on Learning, Networks, and Algorithms) by Chen Chen; Hanghang Tong is a nonfiction available to read on EtoBox.
What is Network Connectivity: Concepts, Computation, and Optimization (Synthesis Lectures on Learning, Networks, and Algorithms) about?
<p><b>Networks naturally appear in many high-impact domains, ranging from social network analysis to disease dissemination studies to infrastructure system design.</b> Within network studies, network connectivity plays an important role in a myriad of applications. The diversity of application areas has spurred numerous connectivity measures, each designed for some specific tasks. Depending on the complexity of connectivity measures, the computational cost of calculating the connectivity score can vary significantly. Moreover, the complexity of the connectivity would predominantly affect the hardness of connectivity optimization, which is a fundamental problem for network connectivity studies.</p><p>This book presents a thorough study in network connectivity, including its concepts, computation, and optimization. Specifically, a unified connectivity measure model will be introduced to unveil the commonality among existing connectivity measures. For the connectivity computation aspect, the authors introduce the connectivity tracking problems and present several effective connectivity inference frameworks under different network settings. Taking the connectivity optimization perspect
Who reads Network Connectivity: Concepts, Computation, and Optimization (Synthesis Lectures on Learning, Networks, and Algorithms)?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Chen Chen; Hanghang Tong
- Publisher
- Morgan & Claypool Publishers
- Published
- 2022
- Language
- EN
- ISBN
- 9781636392974
- Category
- nonfiction
- Subjects
- Computer Science, Engineering, Language Learning
Other editions & translations
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