Towards a Unifying View on Monotone Constructive Definitions

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Samenvatting

Constructive definitions, including inductive and recursive definitions, are ubiquitous in mathematical texts and occur in a wide variety of computer science fields and Knowledge Representation applications. While in different areas there is a high level of familiarity with certain types of constructive definitions, fairly little interaction between different areas seems to exist, resulting in a lack of deep understanding of principles and their applications. This paper aims to fill this void by laying the foundations for a single unifying framework, bringing together a wide variety of definitions. First, we recall the principle of (monotone) inductive definition and its formalization in fixpoint theory. We discuss the constructive and the non-constructive interpretation of inductive definitions and the induction process. We then analyze examples, including but not limited to (co)inductive and (co)recursive definitions, found in a wide range of areas through the lens of our proposed framework.
Originele taal-2English
TitelArtificial Intelligence and Image Analysis
Subtitel18th International Symposium on Artificial Intelligence and Mathematics, ISAIM 2024, and 22nd International Workshop on Combinatorial Image Analysis, IWCIA 2024, Fort Lauderdale, FL, USA, January 8–10, 2024, Revised Selected Papers
RedacteurenReneta Barneva, Valentin Brimkov, Claudio Gentile, Aldo Pacchiano
UitgeverijSpringer Cham
Pagina's218-235
Aantal pagina's18
Uitgave1
ISBN van elektronische versie9783031637353
ISBN van geprinte versie9783031637346
DOI's
StatusPublished - 23 jul 2024
Evenement18th International Symposium on Artificial Intelligence and Mathematic - Fort Lauderdale, Fort Lauderdale, United States
Duur: 8 jan 202410 jan 2024
Congresnummer: 18

Publicatie series

NaamLecture Notes in Computer Science
UitgeverijSpringer Cham
Volume14494
ISSN van geprinte versie0302-9743
ISSN van elektronische versie1611-3349

Conference

Conference18th International Symposium on Artificial Intelligence and Mathematic
Verkorte titelISAIM
Land/RegioUnited States
StadFort Lauderdale
Periode8/01/2410/01/24

Bibliografische nota

Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

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