Algorithmics of Large and Complex Networks

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Opis: Algorithmics of Large and Complex Networks - J Lerner

Networks play a central role today, since many aspects of information technology like communication, mobility, and transport - even social interactions and political activities - are based on and rely on networks. In these times of globalization and the current global financial crisis with its complex and nearly incomprehensible entanglements of various structures and its huge effect on seemingly unrelated institutions and organizations the need to understand large networks, their complex structure, and the processes on top of them has become more and more important. This state-of-the-art survey discloses the progress in selected aspects of this important and growing field, thus helping to analyze existing large and complex networks and to design new and more efficient algorithms for solving various problems on these networks since many of them have become so large and complex that classical algorithms are not sufficient anymore. This volume emerged from a research program funded by the German Research Foundation (DFG) consisting of projects focusing on the design of new discrete algorithms for large and complex networks. The 18 papers presented summarize results of projects realized within the program and survey related work. They are grouped in four parts: network algorithms, traffic networks, communication networks, and network analysis and simulation.Network Algorithms.- Design and Engineering of External Memory Traversal Algorithms for General Graphs.- Minimum Cycle Bases and Their Applications.- A Survey on Approximation Algorithms for Scheduling with Machine Unavailability.- Iterative Compression for Exactly Solving NP-Hard Minimization Problems.- Approaches to the Steiner Problem in Networks.- A Survey on Multiple Objective Minimum Spanning Tree Problems.- Traffic Networks.- Engineering Route Planning Algorithms.- From State-of-the-Art Static Fleet Assignment to Flexible Stochastic Planning of the Future.- Traffic Networks and Flows over Time.- Communication Networks.- Interactive Communication, Diagnosis and Error Control in Networks.- Resource Management in Large Networks.- Multicast Routing and Design of Sparse Connectors.- Management of Variable Data Streams in Networks.- Models of Non-atomic Congestion Games - From Unicast to Multicast Routing.- New Data Structures for IP Lookup and Conflict Detection.- Network Analysis and Simulation.- Group-Level Analysis and Visualization of Social Networks.- Modeling and Designing Real-World Networks.- Algorithms and Simulation Methods for Topology-Aware Sensor Networks.


Szczegóły: Algorithmics of Large and Complex Networks - J Lerner

Tytuł: Algorithmics of Large and Complex Networks
Autor: J Lerner
Producent: Springer Verlag
ISBN: 9783642020933
Rok produkcji: 2009
Ilość stron: 411
Oprawa: Miękka
Waga: 0.63 kg


Recenzje: Algorithmics of Large and Complex Networks - J Lerner

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Inne pozycje tego autora: J Lerner (1)

Algorithmics of Large and Complex Networks

Networks play a central role today, since many aspects of information technology like communication, mobility, and transport - even social interactions and political activities - are based on and rely on networks. In these times of globalization and the current global financial crisis with its complex and nearly incomprehensible entanglements of various structures and its huge effect on seemingly unrelated institutions and organizations the need to understand large networks, their complex structure, and the processes on top of them has become more and more important. This state-of-the-art survey discloses the progress in selected aspects of this important and growing field, thus helping to analyze existing large and complex networks and to design new and more efficient algorithms for solving various problems on these networks since many of them have become so large and complex that classical algorithms are not sufficient anymore. This volume emerged from a research program funded by the German Research Foundation (DFG) consisting of projects focusing on the design of new discrete algorithms for large and complex networks. The 18 papers presented summarize results of projects realized within the program and survey related work. They are grouped in four parts: network algorithms, traffic networks, communication networks, and network analysis and simulation.Network Algorithms.- Design and Engineering of External Memory Traversal Algorithms for General Graphs.- Minimum Cycle Bases and Their Applications.- A Survey on Approximation Algorithms for Scheduling with Machine Unavailability.- Iterative Compression for Exactly Solving NP-Hard Minimization Problems.- Approaches to the Steiner Problem in Networks.- A Survey on Multiple Objective Minimum Spanning Tree Problems.- Traffic Networks.- Engineering Route Planning Algorithms.- From State-of-the-Art Static Fleet Assignment to Flexible Stochastic Planning of the Future.- Traffic Networks and Flows over Time.- Communication Networks.- Interactive Communication, Diagnosis and Error Control in Networks.- Resource Management in Large Networks.- Multicast Routing and Design of Sparse Connectors.- Management of Variable Data Streams in Networks.- Models of Non-atomic Congestion Games - From Unicast to Multicast Routing.- New Data Structures for IP Lookup and Conflict Detection.- Network Analysis and Simulation.- Group-Level Analysis and Visualization of Social Networks.- Modeling and Designing Real-World Networks.- Algorithms and Simulation Methods for Topology-Aware Sensor Networks.

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Cena 242,00 PLN
Nasza cena 226,26 PLN
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Wysyłka: Niedostępna
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Szczegóły: Algorithmics of Large and Complex Networks - J Lerner

Tytuł: Algorithmics of Large and Complex Networks
Autor: J Lerner
Producent: Springer Verlag
ISBN: 9783642020933
Rok produkcji: 2009
Ilość stron: 411
Oprawa: Miękka
Waga: 0.63 kg


Recenzje: Algorithmics of Large and Complex Networks - J Lerner

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Inne pozycje tego autora: J Lerner (1)


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