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Algorithmic aspects in information and management : 14th International Conference, AAIM 2020, Jinhua, China, August 10-12, 2020, Proceedings / Zhao Zhang, Wei Li, Ding-Zhu Du (eds.).

By: Contributor(s): Material type: TextTextSeries: Lecture notes in computer science ; 12290. | LNCS sublibrary. SL 1, Theoretical computer science and general issues.Publication details: Cham, Switzerland : Springer, 2020.Description: 1 online resourceContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783030576028
  • 3030576027
Other title:
  • AAIM 2020
Subject(s): Genre/Form: Additional physical formats: Print version:: Algorithmic aspects in information and management.DDC classification:
  • 005.1 23
LOC classification:
  • QA76.9.A43
Online resources:
Contents:
Intro -- Preface -- Organization -- Contents -- Polynomial-Time Algorithms for the Touring Rays and Related Problems -- 1 Introduction -- 2 Shortest Touring Routes for Rays in the Plane -- 2.1 A Restricted Traveling Salesman Problem for Rays -- 3 The TSP for Rays in the Plane -- 3.1 A Solution of the Restricted TSP for Rays -- 3.2 The Algorithm -- 3.3 Removing the Restriction of a Given Starting Point -- 4 An Application to the Problem MPIP -- References -- Polyhedral Circuits and Their Applications -- 1 Introduction -- 2 Preliminaries -- 3 Algorithms About Polyhedral Circuits
4 Applications -- 4.1 Application in Continuous Polyhedra Maximum Coverage Problem -- 4.2 Application in Polyhedra Maximum Lattice Coverage Problem -- 4.3 Application in Polyhedra (1- )-Lattice Set Cover Problem -- 4.4 Application in (1- )-Continuous Polyhedra Set Cover Problem -- 5 NP-Hardness and Inapproximation -- 6 Conclusions -- References -- Online Bicriteria Algorithms to Balance Coverage and Cost in Team Formation -- 1 Introduction -- 2 Preliminaries -- 3 Online Algorithms for Maximizing the Difference of -Weakly Submodular and Linear Function
3.1 An Online Algorithm for Maximizing -Weakly Submodular Minus Linear Function (S-L) -- 3.2 An Online Algorithm for Maximizing Strictly -Weakly Submodular Minus Linear Function (SS-L) -- 3.3 A General Online Algorithm for Maximizing -Weakly Submodular Minus Linear Function (GS-L) -- 4 Conclusions -- References -- Approximation Algorithm for Stochastic Set Cover Problem -- 1 Introduction -- 2 Related Work -- 3 Stochastic Set Cover Problem with Submodular Penalties -- 3.1 The Primal-Dual Algorithm -- 3.2 The Analysis of the Algorithm -- 4 Conclusions -- References
On Approximations for Constructing 1-Line Minimum Rectilinear Steiner Trees in the Euclidean Plane R2 -- 1 Introduction -- 2 Terminologies and Fundamental Lemmas -- 3 The 1LF-MRST Problem -- 4 The 1L-MRST Problem -- 5 Conclusion and Further Research -- References -- Minimum Diameter Vertex-Weighted Steiner Tree -- 1 Introduction -- 1.1 Related Works -- 1.2 Our Results -- 2 Preliminaries -- 2.1 Notations -- 2.2 Problem Definition -- 3 Parameterized Graphs -- 4 Approximating MDWSTP in ""426830A T, ""526930B -PG -- 4.1 Preliminary Lemmas -- 4.2 An Approximation Algorithm
5 Approximating MDWSTP in (T,)-PG -- 5.1 A Simple Approximation Algorithm -- 5.2 A Slightly Improved Approximation Algorithm -- 6 Conclusions -- References -- Community-Based Rumor Blocking Maximization in Social Networks -- 1 Introduction -- 2 Related Work -- 3 Network Model and Problem Formulation -- 3.1 The Network Model -- 3.2 Problem Formulation -- 4 Solution for CRBMP in Two Stages -- 4.1 Allocation Problem -- 4.2 Protector Seed Selection (PSS) Problem -- 5 Experimental Results -- 5.1 Experimental Setup -- 5.2 Experimental Results -- 6 Conclusion -- References
Summary: This volume constitutes the proceedings of the 14th International Conference on Algorithmic Aspects in Information and Management, AAIM 2020, held in Jinhua, China in August 2020. The 39 full papers and 17 short papers presented were carefully reviewed and selected from 76 submissions. The papers deal with emerging important algorithmic problems with a focus on the fundamental background, theoretical technology development, and real-world applications associated with information and management analysis, modeling and data mining. Special considerations are given to algorithmic research that was motivated by real-world applications.
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International conference proceedings.

"The 14th International Conference on Algorithmic Aspects in Information and Management (AAIM 2020), was held online during August 10-12, 2020"--Preface

Includes author index.

Intro -- Preface -- Organization -- Contents -- Polynomial-Time Algorithms for the Touring Rays and Related Problems -- 1 Introduction -- 2 Shortest Touring Routes for Rays in the Plane -- 2.1 A Restricted Traveling Salesman Problem for Rays -- 3 The TSP for Rays in the Plane -- 3.1 A Solution of the Restricted TSP for Rays -- 3.2 The Algorithm -- 3.3 Removing the Restriction of a Given Starting Point -- 4 An Application to the Problem MPIP -- References -- Polyhedral Circuits and Their Applications -- 1 Introduction -- 2 Preliminaries -- 3 Algorithms About Polyhedral Circuits

4 Applications -- 4.1 Application in Continuous Polyhedra Maximum Coverage Problem -- 4.2 Application in Polyhedra Maximum Lattice Coverage Problem -- 4.3 Application in Polyhedra (1- )-Lattice Set Cover Problem -- 4.4 Application in (1- )-Continuous Polyhedra Set Cover Problem -- 5 NP-Hardness and Inapproximation -- 6 Conclusions -- References -- Online Bicriteria Algorithms to Balance Coverage and Cost in Team Formation -- 1 Introduction -- 2 Preliminaries -- 3 Online Algorithms for Maximizing the Difference of -Weakly Submodular and Linear Function

3.1 An Online Algorithm for Maximizing -Weakly Submodular Minus Linear Function (S-L) -- 3.2 An Online Algorithm for Maximizing Strictly -Weakly Submodular Minus Linear Function (SS-L) -- 3.3 A General Online Algorithm for Maximizing -Weakly Submodular Minus Linear Function (GS-L) -- 4 Conclusions -- References -- Approximation Algorithm for Stochastic Set Cover Problem -- 1 Introduction -- 2 Related Work -- 3 Stochastic Set Cover Problem with Submodular Penalties -- 3.1 The Primal-Dual Algorithm -- 3.2 The Analysis of the Algorithm -- 4 Conclusions -- References

On Approximations for Constructing 1-Line Minimum Rectilinear Steiner Trees in the Euclidean Plane R2 -- 1 Introduction -- 2 Terminologies and Fundamental Lemmas -- 3 The 1LF-MRST Problem -- 4 The 1L-MRST Problem -- 5 Conclusion and Further Research -- References -- Minimum Diameter Vertex-Weighted Steiner Tree -- 1 Introduction -- 1.1 Related Works -- 1.2 Our Results -- 2 Preliminaries -- 2.1 Notations -- 2.2 Problem Definition -- 3 Parameterized Graphs -- 4 Approximating MDWSTP in ""426830A T, ""526930B -PG -- 4.1 Preliminary Lemmas -- 4.2 An Approximation Algorithm

5 Approximating MDWSTP in (T,)-PG -- 5.1 A Simple Approximation Algorithm -- 5.2 A Slightly Improved Approximation Algorithm -- 6 Conclusions -- References -- Community-Based Rumor Blocking Maximization in Social Networks -- 1 Introduction -- 2 Related Work -- 3 Network Model and Problem Formulation -- 3.1 The Network Model -- 3.2 Problem Formulation -- 4 Solution for CRBMP in Two Stages -- 4.1 Allocation Problem -- 4.2 Protector Seed Selection (PSS) Problem -- 5 Experimental Results -- 5.1 Experimental Setup -- 5.2 Experimental Results -- 6 Conclusion -- References

This volume constitutes the proceedings of the 14th International Conference on Algorithmic Aspects in Information and Management, AAIM 2020, held in Jinhua, China in August 2020. The 39 full papers and 17 short papers presented were carefully reviewed and selected from 76 submissions. The papers deal with emerging important algorithmic problems with a focus on the fundamental background, theoretical technology development, and real-world applications associated with information and management analysis, modeling and data mining. Special considerations are given to algorithmic research that was motivated by real-world applications.

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