Nonlinear Combinatorial Optimization

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 combinatoria...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Du, Ding-Zhu (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Pardalos, Panos M. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Zhang, Zhao (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2019.
Έκδοση:1st ed. 2019.
Σειρά:Springer Optimization and Its Applications, 147
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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
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  • Multi-document extractive summarization as a nonlinear combinatorial optimization- Viral marketing for complementary products.