Modelling, Computation and Optimization in Information Systems and Management Sciences
Springer International Publishing (Verlag)
978-3-030-92665-6 (ISBN)
The proceedings consist of 34 papers which have been submitted to the 4th international conference on Modelling, Computation & Optimization in Information Systems and Management Science (MCO 2021) held on 11-13 December, 2021 at Hanoi, Vietnam. The book is composed of 3 parts: Optimization of complex systems - models and methods, Machine Learning - algorithms and applications, and Cryptography. All chapters in the books discuss theoretical and algorithmic as well as practical issues connected with modelling, computation & optimization in Information Systems and Management Science. Researchers and practitioners in related areas will find a wealth of inspiring ideas and useful tools & techniques for their own work.
Chapter 1: Modelling, Computation and Optimization in Information Systems and Management Sciences.- Chapter 2: An Interior Proximal Method with Proximal Distances for Quasimonotone Equilibrium Problems.- Chapter 3: Beyond Pointwise Submodularity: Non-Monotone Adaptive Submodular Maximization subject to Knapsack and k-System Constraints.- Chapter 4: Optimizing a Binary Integer Program by Identifying its Optimal Core Problem- a New Optimization Concept Applied to the Multidimensional Knapsack Problem.- Chapter 5: A Comparison Between Optimization Tools to Solve Sectorization Problem.
| Erscheinungsdatum | 09.12.2021 |
|---|---|
| Reihe/Serie | Lecture Notes in Networks and Systems |
| Zusatzinfo | XII, 404 p. 157 illus., 92 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 627 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Mathematik / Informatik ► Mathematik ► Finanz- / Wirtschaftsmathematik | |
| Technik | |
| Schlagworte | Computation in Information Systems • intelligent computing • Intelligent Systems • MCO 2021 • Modelling in Information Systems • Optimization in Information Systems |
| ISBN-10 | 3-030-92665-6 / 3030926656 |
| ISBN-13 | 978-3-030-92665-6 / 9783030926656 |
| Zustand | Neuware |
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