TY  - BOOK
AU  - Helmert,Malte
AU  - Helmert,Malte
TI  - Understanding planning tasks: domain complexity and heuristic decomposition 
T2  - LNCS sublibrary. SL 7, Artificial intelligence
SN  - 9783540777229
AV  - Q335 .H444 2008
U1  - 006.3 22
PY  - 2008///
CY  - Berlin, New York
PB  - Springer
KW  - Artificial intelligence
KW  - Planning
KW  - Mathematical models
KW  - Problem solving
KW  - Computer algorithms
KW  - Heuristic programming
KW  - cct
KW  - Informatique
KW  - eclas
KW  - fast
KW  - Electronic books
N1  - Includes bibliographical references and index; pt. 1. Planning benchmarks -- pt. 2. Fast downward
N2  - 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
UR  - https://link-springer-com.libraryproxy.ist.ac.at/book/10.1007/978-3-540-77723-6
ER  -