Inductive Synthesis Of Functional Programs

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Inductive Synthesis of Functional Programs

Ute Schmid
Inductive Synthesis of Functional Programs Book PDF

Author : Ute Schmid
Publisher : Springer Science & Business Media
Page : 408 pages
File Size : 40,7 Mb
Release : 2003-08-21
Category : Computers
ISBN : 9783540401742

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Inductive Synthesis of Functional Programs by Ute Schmid Pdf

Because of its promise to support human programmers in developing correct and efficient program code and in reasoning about programs, automatic program synthesis has attracted the attention of researchers and professionals since the 1970s. This book focusses on inductive program synthesis, and especially on the induction of recursive functions; it is organized into three parts on planning, inductive program synthesis, and analogical problem solving and learning. Besides methodological issues in inductive program synthesis, emphasis is placed on its applications to control rule learning for planning. Furthermore, relations to problem solving and learning in cognitive psychology are discussed.

Inductive Synthesis of Functional Programs

Ute Schmid
Inductive Synthesis of Functional Programs Book PDF

Author : Ute Schmid
Publisher : Springer
Page : 402 pages
File Size : 41,6 Mb
Release : 2014-03-12
Category : Computers
ISBN : 3662211610

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Inductive Synthesis of Functional Programs by Ute Schmid Pdf

Because of its promise to support human programmers in developing correct and efficient program code and in reasoning about programs, automatic program synthesis has attracted the attention of researchers and professionals since the 1970s. This book focusses on inductive program synthesis, and especially on the induction of recursive functions; it is organized into three parts on planning, inductive program synthesis, and analogical problem solving and learning. Besides methodological issues in inductive program synthesis, emphasis is placed on its applications to control rule learning for planning. Furthermore, relations to problem solving and learning in cognitive psychology are discussed.

Inductive Synthesis of Functional Programs

Ute Schmid
Inductive Synthesis of Functional Programs Book PDF

Author : Ute Schmid
Publisher : Springer
Page : 402 pages
File Size : 41,8 Mb
Release : 2003-09-09
Category : Computers
ISBN : 9783540448464

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Inductive Synthesis of Functional Programs by Ute Schmid Pdf

Because of its promise to support human programmers in developing correct and efficient program code and in reasoning about programs, automatic program synthesis has attracted the attention of researchers and professionals since the 1970s. This book focusses on inductive program synthesis, and especially on the induction of recursive functions; it is organized into three parts on planning, inductive program synthesis, and analogical problem solving and learning. Besides methodological issues in inductive program synthesis, emphasis is placed on its applications to control rule learning for planning. Furthermore, relations to problem solving and learning in cognitive psychology are discussed.

Approaches and Applications of Inductive Programming

Ute Schmid,Emanuel Kitzelmann
Approaches and Applications of Inductive Programming Book PDF

Author : Ute Schmid,Emanuel Kitzelmann
Publisher : Springer
Page : 195 pages
File Size : 52,8 Mb
Release : 2010-03-25
Category : Computers
ISBN : 9783642119316

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Approaches and Applications of Inductive Programming by Ute Schmid,Emanuel Kitzelmann Pdf

This book constitutes revised papers of the Third International Workshop on approaches and Applications of Inductive Programming, AAIP 2009, held in Edinburgh, UK, in September 2009. The 7 full papers included in this volume were carefully reviewed and selected. The book also contains two invited papers.

Logic-Based Program Synthesis and Transformation

Michael Hanus
Logic Based Program Synthesis and Transformation Book PDF

Author : Michael Hanus
Publisher : Springer
Page : 185 pages
File Size : 46,7 Mb
Release : 2009-03-04
Category : Computers
ISBN : 9783642005152

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Logic-Based Program Synthesis and Transformation by Michael Hanus Pdf

This book constitutes the thoroughly refereed post-conference proceedings of the 18th International Symposium on Logic-Based Program Synthesis and Transformation, LOPSTR 2008, held in Valencia, Spain, during July 17-18, 2008. The 11 revised full papers presented together with one invited talk were carefully reviewed and selected for inclusion in the book. LOPSTR traditionally solicits papers in the areas of specification, synthesis, verification, transformation, analysis, optimization, composition, security, reuse, applications and tools, component-based software development, software architectures, agent-based software development, and program refinement.

Logic-Based Program Synthesis and Transformation

Maurizio Proietti,Hirohisa Seki
Logic Based Program Synthesis and Transformation Book PDF

Author : Maurizio Proietti,Hirohisa Seki
Publisher : Springer
Page : 333 pages
File Size : 42,7 Mb
Release : 2015-04-22
Category : Computers
ISBN : 9783319178226

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Logic-Based Program Synthesis and Transformation by Maurizio Proietti,Hirohisa Seki Pdf

This book constitutes the thoroughly refereed post-conference proceedings of the 24th International Symposium on Logic-Based Program Synthesis and Transformation, LOPSTR 2014, held in Canterbury, UK, in September 2014. The 18 revised full papers presented together with 2 invited talks were carefully reviewed and selected from 34 submissions. The aim of the LOPSTR series is to stimulate and promote international research and collaboration on logic-based program development. The papers are organized along a set of thematic tracks: program analysis and transformation, constraint handling rules, termination analysis, security, program testing and verification, program synthesis, program derivation, semantic issues in logic programming and program transformation and optimization.

KI 2008: Advances in Artificial Intelligence

Andreas Dengel,Karsten Berns,Thomas Breuel,Frank Bomarius,Thomas R. Roth-Berghofer
KI 2008 Advances in Artificial Intelligence Book PDF

Author : Andreas Dengel,Karsten Berns,Thomas Breuel,Frank Bomarius,Thomas R. Roth-Berghofer
Publisher : Springer
Page : 404 pages
File Size : 49,5 Mb
Release : 2008-09-24
Category : Computers
ISBN : 9783540858454

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KI 2008: Advances in Artificial Intelligence by Andreas Dengel,Karsten Berns,Thomas Breuel,Frank Bomarius,Thomas R. Roth-Berghofer Pdf

KI 2008 was the 31st Annual German Conference on Arti?cial Intelligence held September 23–26 at the University of Kaiserslautern and the German Research Center for Arti?cial Intelligence DFKI GmbH in Kaiserslautern, Germany. The conference series started in 1975 with the German Workshop on AI (GWAI), which took place in Bonn, and represents the ?rst forum of its type for the German AI Community. Over the years AI has become a major ?eld in c- puter scienceinGermanyinvolvinga numberof successfulprojects thatreceived much international attention. Today KI conferences are international forums where participants from academia and industry from all over the world meet to exchange their recent research results and to discuss trends in the ?eld. Since 1993 the meeting has been called the “Annual German Conference on Arti?cial Intelligence,” designated by the German acronym KI. This volume contains the papers selected out of 77 submissions, including a number of submissions from outside German-speaking countries. In total, 15 submissions (19%) were accepted for oral and 30 (39%) for poster presentation. Oralpresentationsattheconferenceweresingletrack. Becauseofthis,thechoice of presentation form (oral, poster) was based on how well reviews indicated that the paper would ?t into one or the other format. The proceedings allocate the same space to both types of papers. In addition, we selected six papers that show high application potential - scribing systems or prototypical implementations of innovative AI technologies. They are also included in this volume as two-page extended abstracts.

Encyclopedia of Machine Learning

Claude Sammut,Geoffrey I. Webb
Encyclopedia of Machine Learning Book PDF

Author : Claude Sammut,Geoffrey I. Webb
Publisher : Springer Science & Business Media
Page : 1061 pages
File Size : 50,8 Mb
Release : 2011-03-28
Category : Computers
ISBN : 9780387307688

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Encyclopedia of Machine Learning by Claude Sammut,Geoffrey I. Webb Pdf

This comprehensive encyclopedia, in A-Z format, provides easy access to relevant information for those seeking entry into any aspect within the broad field of Machine Learning. Most of the entries in this preeminent work include useful literature references.

PRICAI 2008: Trends in Artificial Intelligence

Tu-Bao Ho,Zhi-Hua Zhou
PRICAI 2008 Trends in Artificial Intelligence Book PDF

Author : Tu-Bao Ho,Zhi-Hua Zhou
Publisher : Springer Science & Business Media
Page : 1154 pages
File Size : 49,6 Mb
Release : 2008-11-24
Category : Computers
ISBN : 9783540891963

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PRICAI 2008: Trends in Artificial Intelligence by Tu-Bao Ho,Zhi-Hua Zhou Pdf

This book constitutes the refereed proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2008, held in Hanoi, Vietnam, in December 2008. The 49 revised long papers, 33 revised regular papers, and 32 poster papers presented together with 1 keynote talk and 3 invited lectures were carefully reviewed and selected from 234 submissions. The papers address all current issues of modern AI research with topics such as AI foundations, knowledge representation, knowledge acquisition and ontologies, evolutionary computation, etc. as well as various exciting and innovative applications of AI to many different areas. Particular importance is attached to the areas of machine learning and data mining, intelligent agents, language and speech processing, information retrieval and extraction.

KI 2007: Advances in Artificial Intelligence

Joachim Hertzberg,Michael Beetz,Roman Englert
KI 2007 Advances in Artificial Intelligence Book PDF

Author : Joachim Hertzberg,Michael Beetz,Roman Englert
Publisher : Springer
Page : 516 pages
File Size : 50,7 Mb
Release : 2007-08-26
Category : Computers
ISBN : 9783540745655

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KI 2007: Advances in Artificial Intelligence by Joachim Hertzberg,Michael Beetz,Roman Englert Pdf

This book constitutes the thoroughly refereed proceedings of the 30th Annual German Conference on Artificial Intelligence, KI 2007, held in Osnabrück, Germany, September 2007. The papers are organized in topical sections on cognition and emotion, semantic Web, analogy, natural language, reasoning, ontologies, spatio-temporal reasoning, machine learning, spatial reasoning, robot learning, classical AI problems, and agents.

Principles and Practice of Constraint Programming

J. Christopher Beck
Principles and Practice of Constraint Programming Book PDF

Author : J. Christopher Beck
Publisher : Springer
Page : 724 pages
File Size : 55,7 Mb
Release : 2017-08-22
Category : Mathematics
ISBN : 9783319661582

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Principles and Practice of Constraint Programming by J. Christopher Beck Pdf

This book constitutes the refereed conference proceedings of the 23nd International Conference on Principles and Practice of Constraint Programming, CP 2017, held in Melbourne, Australia from August 28, 2017 until September 1, 2017. The conference is colocated with the 20th International Conference on Theory and Applications of Satisfiability Testing (SAT 2017) and the 33rd International Conference on Logic Programming. The 46 revised full papers presented were carefully reviewed and selected from 115 submissions. The scope of the contributions includes all aspects of computing with constraints, including theory, algorithms, environments, languages, models, systems, and applications such as decision making, resource al location, scheduling, configuration, and planning. The papers are grouped into the following tracks: technical track; application track; machine learning & CP track; operations research & CP track; satisfiability & CP track, test and verification & CP track; journal & sister conference track.

Program Synthesis

Sumit Gulwani,Oleksandr Polozov,Rishabh Singh
Program Synthesis Book PDF

Author : Sumit Gulwani,Oleksandr Polozov,Rishabh Singh
Publisher : Unknown
Page : 138 pages
File Size : 55,8 Mb
Release : 2017-07-11
Category : Computers
ISBN : 1680832921

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Program Synthesis by Sumit Gulwani,Oleksandr Polozov,Rishabh Singh Pdf

Program synthesis is the task of automatically finding a program in the underlying programming language that satisfies the user intent expressed in the form of some specification. Since the inception of artificial intelligence in the 1950s, this problem has been considered the holy grail of Computer Science. Despite inherent challenges in the problem such as ambiguity of user intent and a typically enormous search space of programs, the field of program synthesis has developed many different techniques that enable program synthesis in different real-life application domains. It is now used successfully in software engineering, biological discovery, compute-raided education, end-user programming, and data cleaning. In the last decade, several applications of synthesis in the field of programming by examples have been deployed in mass-market industrial products. This monograph is a general overview of the state-of-the-art approaches to program synthesis, its applications, and subfields. It discusses the general principles common to all modern synthesis approaches such as syntactic bias, oracle-guided inductive search, and optimization techniques. We then present a literature review covering the four most common state-of-the-art techniques in program synthesis: enumerative search, constraint solving, stochastic search, and deduction-based programming by examples. It concludes with a brief list of future horizons for the field.

Human Behavior Recognition Technologies: Intelligent Applications for Monitoring and Security

Guesgen, Hans W.
Human Behavior Recognition Technologies Intelligent Applications for Monitoring and Security Book PDF

Author : Guesgen, Hans W.
Publisher : IGI Global
Page : 378 pages
File Size : 55,9 Mb
Release : 2013-03-31
Category : Computers
ISBN : 9781466636835

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Human Behavior Recognition Technologies: Intelligent Applications for Monitoring and Security by Guesgen, Hans W. Pdf

Recently, the ICT field has seen a shift from machine-centered focuses to human and user knowledge-based approaches. However, as priorities shift, questions arise on how to detect and monitor users’ behavior. Human Behavior Recognition Technologies: Intelligent Applications for Monitoring and Security takes an insightful look into the applications and dependability of behavior detection. In addition, this comprehensive publication looks into the social, ethical, and legal implications of these areas. Researchers and practitioners interested in the computational aspects of behavior monitoring as well as the ethical and legal implications will find this reference source beneficial.

Genetic Programming Theory and Practice XIV

Rick Riolo,Bill Worzel,Brian Goldman,Bill Tozier
Genetic Programming Theory and Practice XIV Book PDF

Author : Rick Riolo,Bill Worzel,Brian Goldman,Bill Tozier
Publisher : Springer
Page : 227 pages
File Size : 50,9 Mb
Release : 2018-10-24
Category : Computers
ISBN : 9783319970882

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Genetic Programming Theory and Practice XIV by Rick Riolo,Bill Worzel,Brian Goldman,Bill Tozier Pdf

These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Chapters in this volume include: Similarity-based Analysis of Population Dynamics in GP Performing Symbolic Regression Hybrid Structural and Behavioral Diversity Methods in GP Multi-Population Competitive Coevolution for Anticipation of Tax Evasion Evolving Artificial General Intelligence for Video Game Controllers A Detailed Analysis of a PushGP Run Linear Genomes for Structured Programs Neutrality, Robustness, and Evolvability in GP Local Search in GP PRETSL: Distributed Probabilistic Rule Evolution for Time-Series Classification Relational Structure in Program Synthesis Problems with Analogical Reasoning An Evolutionary Algorithm for Big Data Multi-Class Classification Problems A Generic Framework for Building Dispersion Operators in the Semantic Space Assisting Asset Model Development with Evolutionary Augmentation Building Blocks of Machine Learning Pipelines for Initialization of a Data Science Automation Tool Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.

Adapting Proofs-as-Programs

Iman Poernomo,John N. Crossley,Martin Wirsing
Adapting Proofs as Programs Book PDF

Author : Iman Poernomo,John N. Crossley,Martin Wirsing
Publisher : Springer Science & Business Media
Page : 417 pages
File Size : 44,9 Mb
Release : 2007-04-27
Category : Computers
ISBN : 9780387281834

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Adapting Proofs-as-Programs by Iman Poernomo,John N. Crossley,Martin Wirsing Pdf

This monograph details several important advances in the direction of a practical proofs-as-programs paradigm, which constitutes a set of approaches to developing programs from proofs in constructive logic with applications to industrial-scale, complex software engineering problems. One of the books central themes is a general, abstract framework for developing new systems of programs synthesis by adapting proofs-as-programs to new contexts.