Abstraction, Reformulation, and Approximation (Record no. 188808)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 05885nam a22005895i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-540-45622-3 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20240423132531.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 121227s2002 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783540456223 |
| -- | 978-3-540-45622-3 |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1007/3-540-45622-8 |
| Source of number or code | doi |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | Q334-342 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | TA347.A78 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQ |
| Source | bicssc |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | COM004000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UYQ |
| Source | thema |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3 |
| Edition number | 23 |
| 245 10 - TITLE STATEMENT | |
| Title | Abstraction, Reformulation, and Approximation |
| Medium | [electronic resource] : |
| Remainder of title | 5th International Symposium, SARA 2002, Kananaskis, Alberta, Canada, August 2-4, 2002, Proceedings / |
| Statement of responsibility, etc | edited by Sven Koenig, Robert C. Holte. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2002. |
| 264 #1 - | |
| -- | Berlin, Heidelberg : |
| -- | Springer Berlin Heidelberg : |
| -- | Imprint: Springer, |
| -- | 2002. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XI, 352 p. |
| Other physical details | online resource. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 490 1# - SERIES STATEMENT | |
| Series statement | Lecture Notes in Artificial Intelligence, |
| International Standard Serial Number | 2945-9141 ; |
| Volume number/sequential designation | 2371 |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Invited Presentations -- Model Checking and Abstraction -- Reformulation in Planning -- Spatiotemporal Abstraction of Stochastic Sequential Processes -- State Space Relaxation and Search Strategies in Dynamic Programming -- Invited Presentations -- Admissible Moves in Two-Player Games -- Dynamic Bundling: Less Effort for More Solutions -- Symbolic Heuristic Search Using Decision Diagrams -- On the Construction of Human-Automation Interfaces by Formal Abstraction -- Pareto Optimization of Temporal Decisions -- An Information-Theoretic Characterization of Abstraction in Diagnosis and Hypothesis Selection -- A Tractable Query Cache by Approximation -- An Algebraic Framework for Abstract Model Checking -- Action Timing Discretization with Iterative-Refinement -- Formalizing Approximate Objects and Theories: Some Initial Results -- Model Minimization in Hierarchical Reinforcement Learning -- Learning Options in Reinforcement Learning -- Approximation Techniques for Non-linear Problems with Continuum of Solutions -- Approximation of Relations by Propositional Formulas: Complexity and Semantics -- Abstracting Visual Percepts to Learn Concepts -- Short Presentations -- PAC Meditation on Boolean Formulas -- On the Reformulation of Vehicle Routing Problems and Scheduling Problems -- The Oracular Constraints Method -- Performance of Lookahead Control Policies in the Face of Abstractions and Approximations -- TTree: Tree-Based State Generalization with Temporally Abstract Actions -- Ontology-Driven Induction of Decision Trees at Multiple Levels of Abstraction -- Research Summaries -- Abstracting Imperfect Information Game Trees -- Using Abstraction for Heuristic Search and Planning -- Approximation Techniques in Multiagent Learning -- Abstraction and Reformulation in GraphPlan -- Abstract Reasoning for Planning and Coordination -- Research Summary: Abstraction Techniques, and Their Value -- Reformulation of Non-binary Constraints -- Reformulating Combinatorial Optimization as Constraint Satisfaction -- Autonomous Discovery of Abstractions through Interaction with an Environment -- Interface Verification: Discrete Abstractions of Hybrid Systems -- Learning Semi-lattice Codebooks for Image Compression -- Research Summary -- Principled Exploitation of Heuristic Information -- Reformulation of Temporal Constraint Networks. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | It has been recognized since the inception of Artificial Intelligence (AI) that abstractions, problem reformulations, and approximations (AR&A) are central to human common sense reasoning and problem solving and to the ability of systems to reason effectively in complex domains. AR&A techniques have been used to solve a variety of tasks, including automatic programming, constraint satisfaction, design, diagnosis, machine learning, search, planning, reasoning, game playing, scheduling, and theorem proving. The primary purpose of AR&A techniques in such settings is to overcome computational intractability. In addition, AR&A techniques are useful for accelerating learning and for summarizing sets of solutions. This volume contains the proceedings of SARA 2002, the fifth Symposium on Abstraction, Reformulation, and Approximation, held at Kananaskis Mountain Lodge, Kananaskis Village, Alberta (Canada), August 2 4, 2002. The SARA series is the continuation of two separate threads of workshops: AAAI workshops in 1990 and 1992, and an ad hoc series beginning with the "Knowledge Compilation" workshop in 1986 and the "Change of Representation and Inductive Bias" workshop in 1988 with followup workshops in 1990 and 1992. The two workshop series merged in 1994 to form the first SARA. Subsequent SARAs were held in 1995, 1998, and 2000. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial intelligence. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer science. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Machine theory. |
| 650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Artificial Intelligence. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Theory of Computation. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Formal Languages and Automata Theory. |
| 650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Computer Science Logic and Foundations of Programming. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Koenig, Sven. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Holte, Robert C. |
| Relator term | editor. |
| Relator code | edt |
| -- | http://id.loc.gov/vocabulary/relators/edt |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY | |
| Title | Springer Nature eBook |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9783540439417 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Printed edition: |
| International Standard Book Number | 9783662193082 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Lecture Notes in Artificial Intelligence, |
| -- | 2945-9141 ; |
| Volume number/sequential designation | 2371 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://doi.org/10.1007/3-540-45622-8">https://doi.org/10.1007/3-540-45622-8</a> |
| 912 ## - | |
| -- | ZDB-2-SCS |
| 912 ## - | |
| -- | ZDB-2-SXCS |
| 912 ## - | |
| -- | ZDB-2-LNC |
| 912 ## - | |
| -- | ZDB-2-BAE |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks-CSE-Springer |
No items available.