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Multiagent Scheduling
Details
This book presents multi-agent scheduling models in which subsets of jobs sharing the same resources are evaluated by different criteria. It discusses complexity results, approximation schemes, heuristics and exact algorithms.
Scheduling theory has received a growing interest since its origins in the second half of the 20th century. Developed initially for the study of scheduling problems with a single objective, the theory has been recently extended to problems involving multiple criteria. However, this extension has still left a gap between the classical multi-criteria approaches and some real-life problems in which not all jobs contribute to the evaluation of each criterion.
In this book, we close this gap by presenting and developing multi-agent scheduling models in which subsets of jobs sharing the same resources are evaluated by different criteria. Several scenarios are introduced, depending on the definition and the intersection structure of the job subsets. Complexity results, approximation schemes, heuristics and exact algorithms are discussed for single-machine and parallel-machine scheduling environments. Definitions and algorithms are illustrated with the help of examples and figures.
The first monograph on models and problems of multiagent scheduling Comprehensive presentation focused on applications and solution methods Numerous examples help the reader to understand the content Tables with summary of complexity results allow to find quickly needed data Bibliography with about 200 items and bibliographic remarks simplify familiarization with literature
Inhalt
- Multiagent Scheduling Fundamentals.- 2. Problems, Algorithms and Complexity.- 3. Single Machine Problems.- 4. Batching Scheduling Problems.- 5. Parallel Machine Scheduling Problems.- 6. Scheduling Problems with Variable Job Processing Times.- References.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783662506356
- Genre Information Technology
- Auflage Softcover reprint of the original 1st ed. 2014
- Lesemotiv Verstehen
- Anzahl Seiten 271
- Größe H15mm x B155mm x T235mm
- Jahr 2016
- EAN 9783662506356
- Format Kartonierter Einband
- ISBN 978-3-662-50635-6
- Titel Multiagent Scheduling
- Autor Alessandro Agnetis , Jean-Charles Billaut , Stanislaw Gawiejnowicz , Dario Pacciarelli , Ameur Soukhal
- Untertitel Models and Algorithms
- Gewicht 441g
- Herausgeber Springer Berlin Heidelberg
- Sprache Englisch