Introduction to Constraint Databases / Edition 1
by Peter Revesz
Constraint databases provide extra expressive power over relational databases in a largely hidden way at the data-storage or physical level. Constraints, such as linear or polynomial equations, are used to represent large sets in a compact manner. They keep the view of the database for a user or application programmer almost as simple as in relational databases.
Overview
Constraint databases provide extra expressive power over relational databases in a largely hidden way at the data-storage or physical level. Constraints, such as linear or polynomial equations, are used to represent large sets in a compact manner. They keep the view of the database for a user or application programmer almost as simple as in relational databases.
"Introduction to Constraint Databases" comprehensively covers both constraint-database theory and several sample systems. The book reveals how constraint databases bring together techniques from a variety of fields, such as logic and model theory, algebraic and computational geometry, and symbolic computation, to the design and analysis of data models and query languages. Constraint databases are shown to be powerful and simple tools for data modeling and querying in application areas' such as environmental modeling, bioinformatics, and computer visionthat are not suitable for relational databases. Specific applications are examined in geographic information systems, spatiotemporal data management, linear programming, genome databases, model checking of automata, and other areas.
Topics and features:
*Offers a database perspective and a focus on simplicity at the user level
*Utilizes simple tools for determining whether queries are safe or not
*Incorporates scientist-supplied descriptions of applications
*Explains constraint databases from a developer's viewpoint
*Provides extensive exercise sets, and sample software systems, that facilitate rapid learning of the topic within a real-world software context
This volume presents a comprehensive introduction to the theory and applications of constraint database systems, which provide new methods for the design of data models and query languages. It is an essential resource for advanced students, practitioners, and professionals in computer science, database systems, and information systems.
Product Details
- ISBN-13:
- 9781441931559
- Publisher:
- Springer New York
- Publication date:
- 12/15/2010
- Series:
- Texts in Computer Science Series
- Edition description:
- Softcover reprint of hardcover 1st ed. 2002
- Pages:
- 394
- Product dimensions:
- 7.00(w) x 10.00(h) x 0.84(d)
Table of Contents
* Infinite relational databases
• Constraint databases
• Relational algebra and SQL
• Datalog queries
• Aggregation and negation queries
• Constraint automata
• Refinement queries
• Safe query languages
• Evaluation of queries
• Computational complexity
• Certification
• Implementation methods
• Spatio-temporal databases
• Interoperability
• Approximation by constraints
• Data visualization
• Indexing
• The MLPQ system
• The DISCO system *The PReSTO system
• Computer vision
• Bioinformatics
• Environmental modeling
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