Malte Helmert

Understanding Planning Tasks (eBook, PDF)

Domain Complexity and Heuristic Decomposition

• Format: PDF

Produktbeschreibung

This monograph is a revised version of Malte Helmert's doctoral thesis, Solving Planning Tasks in Theory and Practice, written under the supervision of Professor Bernhard Nebel at Albert-Ludwigs-Universität Freiburg, Germany, in 2006. The book contains an exhaustive analysis of the computational complexity of the benchmark problems that have been used in the past decade. Not only that, but it also provides an in-depth analysis of so-called routing and transportation problems.

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Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 270
• Erscheinungstermin: 23. Januar 2008
• Englisch
• ISBN-13: 9783540777236
• Artikelnr.: 43885372

Inhaltsangabe

Planning Benchmarks.- The Role of Benchmarks.- Defining Planning Domains.- The Benchmark Suite.- Transportation and Route Planning.- IPC Domains: Transportation and Route Planning.- IPC Domains: Others.- Conclusions.- Fast Downward.- Solving Planning Tasks Hierarchically.- Translation.- Knowledge Compilation.- Search.- Experiments.- Discussion.