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AbstractSwarm Multi-Agent Modeling and Simulation

20 Years of Logistics with Agents and Stations

Paperback Engels 2026 9789819591312
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Samenvatting

This book brings together the content that has been created over the past years in the context of AbstractSwarm. AbstractSwarm is a Multi-Agent Modeling and Simulation System for Logistics (and similar) scenarios. The main idea of the system is the strict separation of the scenario modeling ("what to do") and the agent behavior ("how to do it"). This results in a system where agents can in principle be put into arbitrary scenarios for improving the underlying processes. As a consequence, generic agent implementations are needed to cooperate in different kinds of scenarios. This small book is planned on the occasion of the 20th anniversary of AbstractSwarm for 2026 by the organization committee of the AbstractSwarm Multi-Agent Logistics Competition.

After providing some historical notes on the AbstractSwarm modeling and simulation system in Part I, Part II introduces technical aspects of the AbstractSwarm system. Part III concerns the AbstractSwarm Multi-Agent Competition, a competition held for four years (three of them with submissions) for finding the most adaptive agent implementations in the context of the AbstractSwarm system. Finally, Part IV gives an outlook on future work in the context of the AbstractSwarm system.

Specificaties

ISBN13:9789819591312
Taal:Engels
Bindwijze:Paperback
Aantal pagina's:85
Uitgever:Springer Nature Singapore

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Inhoudsopgave

"Chapter-1.Historical Notes".- "Chapter-2.Once upon a time-A personal view at the beginnings of Abstract Swarm".- "Chapter-3.The Abstract Swarm System".- "Chapter-4.Graphical Modeling Language of the Abstract Swarm System".- "Chapter-5.Abstract Swarm Simulation System".- "ChaPTER-6.A Modular Interface for the Abstract Swarm Multi-Agent System".- "Chapter-7The Abstract Swarm Competition".- "Chapter-8.Abstract Swarm Multi-Agent Logistics Competition".- "Chapter-9.Evaluation Tool".- "Learning Agents".- "Chapter-10.Agents based on Self Organizing Maps".- "Chapter-11.Agents based on Program Trees and Genetic Algorithms".- "Chapter-12.Evaluation of the Scenarios".- "Chapter-13.Outlook and Future Work".- "Chapter-14.Outlook and Future Work of Abstract Swarm".

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€ 54,99
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