Understanding Planning Tasks: Domain Complexity and Heuristic Decomposition: 4929 (Lecture Notes in Artificial Intelligence) - Tapa blanda

Helmert, Malte

 
9783540777229: Understanding Planning Tasks: Domain Complexity and Heuristic Decomposition: 4929 (Lecture Notes in Artificial Intelligence)
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ISBN 10: 3540777229 ISBN 13: 9783540777229
Editorial: Springer, 2008

Sinopsis

Action planning has always played a central role in Artificial Intelligence. Given a description of the current situation, a description of possible actions and a description of the goals to be achieved, the task is to identify a sequence of actions, i.e., a plan that transforms the current situation into one that satisfies the goal description.

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 as thesis advisor 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, namely the standard benchmark domains of the International Planning Competitions (IPC). At the same time, it contributes to the practice of solving planning tasks by presenting a powerful new approach to heuristic planning. The author also provides an in-depth analysis of so-called routing and transportation problems.

All in all, this book will contribute significantly to advancing the state of the art in automatic planning.

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Reseña del editor

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2008
Idioma
Inglés
ISBN 10 
3540777229
ISBN 13 
9783540777229
Encuadernación
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Número de páginas
288
Contacto del fabricante
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Edición Destacada

ISBN 10:  3540847251 ISBN 13:  9783540847250
Editorial: Springer, 2008
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