Constraint Solving and Planning with Picat
Seiten
2015
|
1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-25881-2 (ISBN)
Springer International Publishing (Verlag)
978-3-319-25881-2 (ISBN)
This book introduces a new logic-based multi-paradigm programming language that integrates logic programming, functional programming, dynamic programming with tabling, and scripting, for use in solving combinatorial search problems, including CP, SAT, and MIP (mixed integer programming) based solver modules, and a module for planning that is implemented using tabling.
The book is useful for undergraduate and graduate students, researchers, and practitioners.
An Overview of Picat.- Basic Constraint Modeling.- Advanced Constraint Modeling.- Dynamic Programming with Tabling.- From Dynamic Programming to Planning.- Planning with Resource-Bounded Search.- Encodings for the Traveling Salesman Problem.- Index.
| Erscheinungsdatum | 08.10.2016 |
|---|---|
| Reihe/Serie | SpringerBriefs in Intelligent Systems |
| Zusatzinfo | XI, 148 p. 40 illus., 31 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | artificial intelligence (incl. robotics) • Combinatorial search • Computer Science • Constraint programming (CP) • data mining and knowledge discovery • Dynamic Programming • Functional Programming • Heuristics • Logic Programming • Mixed-Integer Programming (MIP) • Picat • SAT • Scripting • tabling • Theory of Computation |
| ISBN-10 | 3-319-25881-8 / 3319258818 |
| ISBN-13 | 978-3-319-25881-2 / 9783319258812 |
| Zustand | Neuware |
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