Constraint Solving and Planning with Picat

Neng-Fa Zhou, Håkan Kjellerstrand, Jonathan Fruhman (Autoren)

Buch | Softcover

XI, 148 Seiten

2015 | 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-25881-2 (ISBN)

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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
Themenwelt	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