1.

Record Nr.

UNINA9910298963703321

Autore

Zhou Neng-Fa

Titolo

Constraint Solving and Planning with Picat / / by Neng-Fa Zhou, HÃ¥kan Kjellerstrand, Jonathan Fruhman

Pubbl/distr/stampa

Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015

ISBN

3-319-25883-4

Edizione

[1st ed. 2015.]

Descrizione fisica

1 online resource (155 p.)

Collana

SpringerBriefs in Intelligent Systems, Artificial Intelligence, Multiagent Systems, and Cognitive Robotics, , 2196-548X

Disciplina

005.115

Soggetti

Artificial intelligence

Computers

Data mining

Artificial Intelligence

Theory of Computation

Data Mining and Knowledge Discovery

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Note generali

Description based upon print version of record.

Nota di bibliografia

Includes bibliographical references and index.

Nota di contenuto

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.

Sommario/riassunto

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.