LOGIC. Mathematics. Computer Science. Stanley N. Burris

Size: px
Start display at page:

Download "LOGIC. Mathematics. Computer Science. Stanley N. Burris"

Transcription

1 LOGIC for Mathematics and Computer Science Stanley N. Burris Department of Pure Mathematics University of Waterloo Prentice Hall Upper Saddle River, New Jersey 07458

2 Contents Preface The Flow of Topics xi xvii Part I Quantifier-Free Logics 1 Chapter 1 From Aristotle to Boole Sophistry The Contributions of Aristotle The Algebra of Logic The Method of Boole, and Venn Diagrams Checking for Validity Finding the Most General Conclusion Historical Remarks 29 Chapter 2 Propositional Logic Propositional Connectives, Propositional Formulas, and Truth Tables Defining Propositional Formulas Truth Tables Equivalent Formulas, Tautologies, and Contradictions Equivalent Formulas Tautologies Contradictions Substitution Replacement Induction Proofs on Formulas The Main Result on Replacement Simplification of Formulas Adequate Connectives 52 V

3 vi Contents The Adequacy of Standard Connectives Proving Adequacy Proving Inadequacy Disjunctive and Conjunctive Forms Rewrite Rules to Obtain Normal Forms Using Truth Tables to Find Normal Forms Uniqueness of Normal Forms Valid Arguments, Tautologies, and Satisfiability Compactness The Compactness Theorem for Propositional Logic Applications of Compactness The Propositional Proof System PC Simple Equivalences The Proof System Soundness and Completeness Derivations with Premisses Proving Theorems about h Generalized Soundness and Completeness Resolution A Motivation Clauses Resolution The Davis-Putnam Procedure Soundness and Completeness for the DPP Applications of the DPP Soundness and Completeness for Resolution Generalized Soundness and Completeness for Resolution Horn Clauses Graph Clauses Pigeonhole Clauses Historical Remarks The Beginnings Statement Logic and the Algebra of Logic Frege's Work Ignored Bertrand Russell Rescues Frege's Logic The Influence of Principia The Emergence of Truth Tables, Completeness The Hilbert School of Logic The Polish School of Logic 127

4 Contents VII Other Propositional Proof Systems Problems with Algorithms Reduction to Propositional Logic Testing for Satisfiability Chapter 3 Equational Logic Interpretations and Algebras Terms Term Functions Evaluation Tables 3.4 Equations The Semantics of Equations Classes of Algebras Defined by Equations Three Very Basic Properties of Equations Valid Arguments Substitution Replacement A Proof System for Equational Logic Birkhoff's Rules Is There a Strategy for Finding Equational Derivations? Soundness Completeness The Construction of Z n The Proof of the Completeness Theorem Valid Arguments Revisited Chain Derivations Unification Unifiers A Unification Algorithm Properties of Prefix Notation for Terms Notation for Substitutions Verification of the Unification Algorithm Unification of Finitely Many Terms 3.13 Term Rewrite Systems (TRSs) Definition of a TRS Terminating TRSs Normal Form TRSs Critical Pairs Critical Pairs Lemma Terms as Strings Confluence

5 viii Contents 3.14 Reduction Orderings Definition of a Reduction Ordering The Knuth-Bendix Orderings Polynomial Orderings The Knuth-Bendix Procedure Finding a Normal Form TRS for Groups A Formalization of the Knuth-Bendix Procedure Historical Remarks 256 Chapter 4 Predicate Clause Logic First-Order Languages without Equality Interpretations and Structures Clauses Semantics Reduction to Propositional Logic via Ground Clauses, and the Compactness Theorem for Clause Logic Ground Instances Satisfiable over an Algebra The Herbrand Universe Growth of the Herbrand Universe Satisfiability over the Herbrand Universe Compactness for Predicate Clause Logic without Equality Resolution Substitution Opp-Unification Resolution Soundness and Completeness of Resolution The Unification of Literals Unifying Pairs of Literals The Unification Algorithm for Pairs of Literals Most General Unifiers of Finitely Many Literals Resolution with most General Opp-Unifiers Most General Opp-Unifiers An Opp-Unification Algorithm Resolution and Most General Opp-Unifiers Soundness and Completeness with Most General Opp-Unifiers Adding Equality to the Language 307

6 Contents IX 4.10 Reduction to Propositional Logic Axiomatizing Equality The Reduction Compactness for Clause Logic with Equality Soundness and Completeness Historical Remarks 313 Part II Logic with Quantifiers 315 Chapter 5 First Order Logic: Introduction, and Fundamental Results on Semantics The Syntax of First-Order Logic First-Order Syntax for the Natural Numbers The Semantics of First-Order Sentences in N Other Number Systems First-Order Syntax for (Directed) graphs The Semantics of First-Order Sentences in (Directed) Graphs Semantics for First-Order Logic Equivalent Formulas Replacement and Substitution Prenex Form Valid Arguments Skolemizing The Reduction of First-Order Logic to Predicate Clause Logic The Compactness Theorem Historical Remarks 365 Chapter 6 A Proof System for First Order Logic, and Gödel's Completeness Theorem A Proof System First Facts about Derivations Herbrand's Deduction Lemma Consistent Sets of Formulas Maximal Consistent Sets of Formulas Adding Witness Formulas to a Consistent Sentence 376

7 X Contents 6.7 Constructing a Model Using a Maximal Consistent Set of Formulas with Witness Formulas Consistent Sets of Sentences Are Satisfiable Gödel's Completeness Theorem Compactness Historical Remarks 381 Appendix A Appendix В A Simple Timetable of Mathematical Logic and Computing 385 The Dedekind-Peano Number System 391 Appendix С Writing Up an Inductive Definition or Proof 397 C.l Inductive definitions 397 C.2 Inductive proofs 398 Appendix D The FL Propositional Logic 401 Bibliography 409 Index 413

07 Equational Logic and Algebraic Reasoning

07 Equational Logic and Algebraic Reasoning CAS 701 Fall 2004 07 Equational Logic and Algebraic Reasoning Instructor: W. M. Farmer Revised: 17 November 2004 1 What is Equational Logic? Equational logic is first-order logic restricted to languages

More information

1 FUNDAMENTALS OF LOGIC NO.10 HERBRAND THEOREM Tatsuya Hagino hagino@sfc.keio.ac.jp lecture URL https://vu5.sfc.keio.ac.jp/slide/ 2 So Far Propositional Logic Logical connectives (,,, ) Truth table Tautology

More information

Handbook of Logic and Proof Techniques for Computer Science

Handbook of Logic and Proof Techniques for Computer Science Steven G. Krantz Handbook of Logic and Proof Techniques for Computer Science With 16 Figures BIRKHAUSER SPRINGER BOSTON * NEW YORK Preface xvii 1 Notation and First-Order Logic 1 1.1 The Use of Connectives

More information

Advanced Topics in LP and FP

Advanced Topics in LP and FP Lecture 1: Prolog and Summary of this lecture 1 Introduction to Prolog 2 3 Truth value evaluation 4 Prolog Logic programming language Introduction to Prolog Introduced in the 1970s Program = collection

More information

Discrete Mathematics

Discrete Mathematics Discrete Mathematics Yi Li Software School Fudan University March 13, 2017 Yi Li (Fudan University) Discrete Mathematics March 13, 2017 1 / 1 Review of Lattice Ideal Special Lattice Boolean Algebra Yi

More information

Learning Goals of CS245 Logic and Computation

Learning Goals of CS245 Logic and Computation Learning Goals of CS245 Logic and Computation Alice Gao April 27, 2018 Contents 1 Propositional Logic 2 2 Predicate Logic 4 3 Program Verification 6 4 Undecidability 7 1 1 Propositional Logic Introduction

More information

02 Propositional Logic

02 Propositional Logic SE 2F03 Fall 2005 02 Propositional Logic Instructor: W. M. Farmer Revised: 25 September 2005 1 What is Propositional Logic? Propositional logic is the study of the truth or falsehood of propositions or

More information

cse541 LOGIC FOR COMPUTER SCIENCE

cse541 LOGIC FOR COMPUTER SCIENCE cse541 LOGIC FOR COMPUTER SCIENCE Professor Anita Wasilewska Spring 2015 LECTURE 2 Chapter 2 Introduction to Classical Propositional Logic PART 1: Classical Propositional Model Assumptions PART 2: Syntax

More information

Chapter 2: Introduction to Propositional Logic

Chapter 2: Introduction to Propositional Logic Chapter 2: Introduction to Propositional Logic PART ONE: History and Motivation Origins: Stoic school of philosophy (3rd century B.C.), with the most eminent representative was Chryssipus. Modern Origins:

More information

Model Theory MARIA MANZANO. University of Salamanca, Spain. Translated by RUY J. G. B. DE QUEIROZ

Model Theory MARIA MANZANO. University of Salamanca, Spain. Translated by RUY J. G. B. DE QUEIROZ Model Theory MARIA MANZANO University of Salamanca, Spain Translated by RUY J. G. B. DE QUEIROZ CLARENDON PRESS OXFORD 1999 Contents Glossary of symbols and abbreviations General introduction 1 xix 1 1.0

More information

Applied Logic. Lecture 1 - Propositional logic. Marcin Szczuka. Institute of Informatics, The University of Warsaw

Applied Logic. Lecture 1 - Propositional logic. Marcin Szczuka. Institute of Informatics, The University of Warsaw Applied Logic Lecture 1 - Propositional logic Marcin Szczuka Institute of Informatics, The University of Warsaw Monographic lecture, Spring semester 2017/2018 Marcin Szczuka (MIMUW) Applied Logic 2018

More information

First Order Logic (FOL) 1 znj/dm2017

First Order Logic (FOL) 1   znj/dm2017 First Order Logic (FOL) 1 http://lcs.ios.ac.cn/ znj/dm2017 Naijun Zhan March 19, 2017 1 Special thanks to Profs Hanpin Wang (PKU) and Lijun Zhang (ISCAS) for their courtesy of the slides on this course.

More information

Computational Logic. Davide Martinenghi. Spring Free University of Bozen-Bolzano. Computational Logic Davide Martinenghi (1/30)

Computational Logic. Davide Martinenghi. Spring Free University of Bozen-Bolzano. Computational Logic Davide Martinenghi (1/30) Computational Logic Davide Martinenghi Free University of Bozen-Bolzano Spring 2010 Computational Logic Davide Martinenghi (1/30) Propositional Logic - sequent calculus To overcome the problems of natural

More information

Propositional and Predicate Logic - XIII

Propositional and Predicate Logic - XIII Propositional and Predicate Logic - XIII Petr Gregor KTIML MFF UK WS 2016/2017 Petr Gregor (KTIML MFF UK) Propositional and Predicate Logic - XIII WS 2016/2017 1 / 22 Undecidability Introduction Recursive

More information

1 Completeness Theorem for First Order Logic

1 Completeness Theorem for First Order Logic 1 Completeness Theorem for First Order Logic There are many proofs of the Completeness Theorem for First Order Logic. We follow here a version of Henkin s proof, as presented in the Handbook of Mathematical

More information

MAI0203 Lecture 7: Inference and Predicate Calculus

MAI0203 Lecture 7: Inference and Predicate Calculus MAI0203 Lecture 7: Inference and Predicate Calculus Methods of Artificial Intelligence WS 2002/2003 Part II: Inference and Knowledge Representation II.7 Inference and Predicate Calculus MAI0203 Lecture

More information

Classical Propositional Logic

Classical Propositional Logic The Language of A Henkin-style Proof for Natural Deduction January 16, 2013 The Language of A Henkin-style Proof for Natural Deduction Logic Logic is the science of inference. Given a body of information,

More information

WHAT IS AN SMT SOLVER? Jaeheon Yi - April 17, 2008

WHAT IS AN SMT SOLVER? Jaeheon Yi - April 17, 2008 WHAT IS AN SMT SOLVER? Jaeheon Yi - April 17, 2008 WHAT I LL TALK ABOUT Propositional Logic Terminology, Satisfiability, Decision Procedure First-Order Logic Terminology, Background Theories Satisfiability

More information

03 Review of First-Order Logic

03 Review of First-Order Logic CAS 734 Winter 2014 03 Review of First-Order Logic William M. Farmer Department of Computing and Software McMaster University 18 January 2014 What is First-Order Logic? First-order logic is the study of

More information

The Classical Decision Problem

The Classical Decision Problem Egon Borger Erich Gradel Yuri Gurevich The Classical Decision Problem Springer Table of Contents Preface VII 1. Introduction: The Classical Decision Problem 1 1.1 The Original Problem 1 1.2 The Transformation

More information

MODELLING AND VERIFICATION ANALYSIS OF A TWO SPECIES ECOSYSTEM VIA A FIRST ORDER LOGIC APPROACH

MODELLING AND VERIFICATION ANALYSIS OF A TWO SPECIES ECOSYSTEM VIA A FIRST ORDER LOGIC APPROACH International Journal of Pure and Applied Mathematics Volume 114 No. 3 2017, 583-592 ISSN: 1311-8080 (printed version); ISSN: 1314-3395 (on-line version) url: http://www.ijpam.eu doi: 10.12732/ijpam.v114i3.13

More information

Language of Propositional Logic

Language of Propositional Logic Logic A logic has: 1. An alphabet that contains all the symbols of the language of the logic. 2. A syntax giving the rules that define the well formed expressions of the language of the logic (often called

More information

INTRODUCTION TO LOGIC. Propositional Logic. Examples of syntactic claims

INTRODUCTION TO LOGIC. Propositional Logic. Examples of syntactic claims Introduction INTRODUCTION TO LOGIC 2 Syntax and Semantics of Propositional Logic Volker Halbach In what follows I look at some formal languages that are much simpler than English and define validity of

More information

Propositional Logic Language

Propositional Logic Language Propositional Logic Language A logic consists of: an alphabet A, a language L, i.e., a set of formulas, and a binary relation = between a set of formulas and a formula. An alphabet A consists of a finite

More information

Preface to the First Edition. xxvii 0.1 Set-theoretic Notation xxvii 0.2 Proof by Induction xxix 0.3 Equivalence Relations and Equivalence Classes xxx

Preface to the First Edition. xxvii 0.1 Set-theoretic Notation xxvii 0.2 Proof by Induction xxix 0.3 Equivalence Relations and Equivalence Classes xxx Table of Preface to the First Edition Preface to the Second Edition page xvii xxi Mathematical Prolegomenon xxvii 0.1 Set-theoretic Notation xxvii 0.2 Proof by Induction xxix 0.3 Equivalence Relations

More information

Intelligent Agents. First Order Logic. Ute Schmid. Cognitive Systems, Applied Computer Science, Bamberg University. last change: 19.

Intelligent Agents. First Order Logic. Ute Schmid. Cognitive Systems, Applied Computer Science, Bamberg University. last change: 19. Intelligent Agents First Order Logic Ute Schmid Cognitive Systems, Applied Computer Science, Bamberg University last change: 19. Mai 2015 U. Schmid (CogSys) Intelligent Agents last change: 19. Mai 2015

More information

Informal Statement Calculus

Informal Statement Calculus FOUNDATIONS OF MATHEMATICS Branches of Logic 1. Theory of Computations (i.e. Recursion Theory). 2. Proof Theory. 3. Model Theory. 4. Set Theory. Informal Statement Calculus STATEMENTS AND CONNECTIVES Example

More information

Harmonious Logic: Craig s Interpolation Theorem and its Descendants. Solomon Feferman Stanford University

Harmonious Logic: Craig s Interpolation Theorem and its Descendants. Solomon Feferman Stanford University Harmonious Logic: Craig s Interpolation Theorem and its Descendants Solomon Feferman Stanford University http://math.stanford.edu/~feferman Interpolations Conference in Honor of William Craig 13 May 2007

More information

An Introduction to Gödel s Theorems

An Introduction to Gödel s Theorems An Introduction to Gödel s Theorems In 1931, the young Kurt Gödel published his First Incompleteness Theorem, which tells us that, for any sufficiently rich theory of arithmetic, there are some arithmetical

More information

First-Order Logic. 1 Syntax. Domain of Discourse. FO Vocabulary. Terms

First-Order Logic. 1 Syntax. Domain of Discourse. FO Vocabulary. Terms First-Order Logic 1 Syntax Domain of Discourse The domain of discourse for first order logic is FO structures or models. A FO structure contains Relations Functions Constants (functions of arity 0) FO

More information

Victoria Gitman and Thomas Johnstone. New York City College of Technology, CUNY

Victoria Gitman and Thomas Johnstone. New York City College of Technology, CUNY Gödel s Proof Victoria Gitman and Thomas Johnstone New York City College of Technology, CUNY vgitman@nylogic.org http://websupport1.citytech.cuny.edu/faculty/vgitman tjohnstone@citytech.cuny.edu March

More information

Propositional and Predicate Logic - II

Propositional and Predicate Logic - II Propositional and Predicate Logic - II Petr Gregor KTIML MFF UK WS 2016/2017 Petr Gregor (KTIML MFF UK) Propositional and Predicate Logic - II WS 2016/2017 1 / 16 Basic syntax Language Propositional logic

More information

Resolution for Predicate Logic

Resolution for Predicate Logic Resolution for Predicate Logic The connection between general satisfiability and Herbrand satisfiability provides the basis for a refutational approach to first-order theorem proving. Validity of a first-order

More information

Contents Propositional Logic: Proofs from Axioms and Inference Rules

Contents Propositional Logic: Proofs from Axioms and Inference Rules Contents 1 Propositional Logic: Proofs from Axioms and Inference Rules... 1 1.1 Introduction... 1 1.1.1 An Example Demonstrating the Use of Logic in Real Life... 2 1.2 The Pure Propositional Calculus...

More information

Description Logics. Foundations of Propositional Logic. franconi. Enrico Franconi

Description Logics. Foundations of Propositional Logic.   franconi. Enrico Franconi (1/27) Description Logics Foundations of Propositional Logic Enrico Franconi franconi@cs.man.ac.uk http://www.cs.man.ac.uk/ franconi Department of Computer Science, University of Manchester (2/27) Knowledge

More information

Completeness in the Monadic Predicate Calculus. We have a system of eight rules of proof. Let's list them:

Completeness in the Monadic Predicate Calculus. We have a system of eight rules of proof. Let's list them: Completeness in the Monadic Predicate Calculus We have a system of eight rules of proof. Let's list them: PI At any stage of a derivation, you may write down a sentence φ with {φ} as its premiss set. TC

More information

Logic: Propositional Logic (Part I)

Logic: Propositional Logic (Part I) Logic: Propositional Logic (Part I) Alessandro Artale Free University of Bozen-Bolzano Faculty of Computer Science http://www.inf.unibz.it/ artale Descrete Mathematics and Logic BSc course Thanks to Prof.

More information

Chapter 11: Automated Proof Systems (1)

Chapter 11: Automated Proof Systems (1) Chapter 11: Automated Proof Systems (1) SYSTEM RS OVERVIEW Hilbert style systems are easy to define and admit a simple proof of the Completeness Theorem but they are difficult to use. Automated systems

More information

Objectives. Logical Reasoning Systems. Proofs. Outline. Example proof. Example proof. You should

Objectives. Logical Reasoning Systems. Proofs. Outline. Example proof. Example proof. You should Copyright Richard J. Povinelli rev 1.0, 10/1//2001 Page 1 Logical Reasoning Systems Objectives You should be able to analyze and employ logical inference in first-order logic. Dr. Richard J. Povinelli

More information

Propositional logic. First order logic. Alexander Clark. Autumn 2014

Propositional logic. First order logic. Alexander Clark. Autumn 2014 Propositional logic First order logic Alexander Clark Autumn 2014 Formal Logic Logical arguments are valid because of their form. Formal languages are devised to express exactly that relevant form and

More information

Knowledge based Agents

Knowledge based Agents Knowledge based Agents Shobhanjana Kalita Dept. of Computer Science & Engineering Tezpur University Slides prepared from Artificial Intelligence A Modern approach by Russell & Norvig Knowledge Based Agents

More information

CHAPTER 10. Predicate Automated Proof Systems

CHAPTER 10. Predicate Automated Proof Systems CHAPTER 10 ch10 Predicate Automated Proof Systems We define and discuss here a Rasiowa and Sikorski Gentzen style proof system QRS for classical predicate logic. The propositional version of it, the RS

More information

Propositional and Predicate Logic - V

Propositional and Predicate Logic - V Propositional and Predicate Logic - V Petr Gregor KTIML MFF UK WS 2016/2017 Petr Gregor (KTIML MFF UK) Propositional and Predicate Logic - V WS 2016/2017 1 / 21 Formal proof systems Hilbert s calculus

More information

Agenda. Artificial Intelligence. Reasoning in the Wumpus World. The Wumpus World

Agenda. Artificial Intelligence. Reasoning in the Wumpus World. The Wumpus World Agenda Artificial Intelligence 10. Propositional Reasoning, Part I: Principles How to Think About What is True or False 1 Introduction Álvaro Torralba Wolfgang Wahlster 2 Propositional Logic 3 Resolution

More information

CS156: The Calculus of Computation

CS156: The Calculus of Computation CS156: The Calculus of Computation Zohar Manna Winter 2010 It is reasonable to hope that the relationship between computation and mathematical logic will be as fruitful in the next century as that between

More information

Propositional Logic: Methods of Proof (Part II)

Propositional Logic: Methods of Proof (Part II) Propositional Logic: Methods of Proof (Part II) You will be expected to know Basic definitions Inference, derive, sound, complete Conjunctive Normal Form (CNF) Convert a Boolean formula to CNF Do a short

More information

Proseminar on Semantic Theory Fall 2013 Ling 720 Propositional Logic: Syntax and Natural Deduction 1

Proseminar on Semantic Theory Fall 2013 Ling 720 Propositional Logic: Syntax and Natural Deduction 1 Propositional Logic: Syntax and Natural Deduction 1 The Plot That Will Unfold I want to provide some key historical and intellectual context to the model theoretic approach to natural language semantics,

More information

Logical Inference. Artificial Intelligence. Topic 12. Reading: Russell and Norvig, Chapter 7, Section 5

Logical Inference. Artificial Intelligence. Topic 12. Reading: Russell and Norvig, Chapter 7, Section 5 rtificial Intelligence Topic 12 Logical Inference Reading: Russell and Norvig, Chapter 7, Section 5 c Cara MacNish. Includes material c S. Russell & P. Norvig 1995,2003 with permission. CITS4211 Logical

More information

CHAPTER 2 INTRODUCTION TO CLASSICAL PROPOSITIONAL LOGIC

CHAPTER 2 INTRODUCTION TO CLASSICAL PROPOSITIONAL LOGIC CHAPTER 2 INTRODUCTION TO CLASSICAL PROPOSITIONAL LOGIC 1 Motivation and History The origins of the classical propositional logic, classical propositional calculus, as it was, and still often is called,

More information

Marie Duží

Marie Duží Marie Duží marie.duzi@vsb.cz 1 Formal systems, Proof calculi A proof calculus (of a theory) is given by: 1. a language 2. a set of axioms 3. a set of deduction rules ad 1. The definition of a language

More information

Completeness for FOL

Completeness for FOL Completeness for FOL Overview Adding Witnessing Constants The Henkin Theory The Elimination Theorem The Henkin Construction Lemma 12 This lemma assures us that our construction of M h works for the atomic

More information

Propositional Logic: Review

Propositional Logic: Review Propositional Logic: Review Propositional logic Logical constants: true, false Propositional symbols: P, Q, S,... (atomic sentences) Wrapping parentheses: ( ) Sentences are combined by connectives:...and...or

More information

Knowledge base (KB) = set of sentences in a formal language Declarative approach to building an agent (or other system):

Knowledge base (KB) = set of sentences in a formal language Declarative approach to building an agent (or other system): Logic Knowledge-based agents Inference engine Knowledge base Domain-independent algorithms Domain-specific content Knowledge base (KB) = set of sentences in a formal language Declarative approach to building

More information

INF3170 / INF4171 Notes on Resolution

INF3170 / INF4171 Notes on Resolution INF3170 / INF4171 Notes on Resolution Andreas Nakkerud Autumn 2015 1 Introduction This is a short description of the Resolution calculus for propositional logic, and for first order logic. We will only

More information

Outline. Logic. Definition. Theorem (Gödel s Completeness Theorem) Summary of Previous Week. Undecidability. Unification

Outline. Logic. Definition. Theorem (Gödel s Completeness Theorem) Summary of Previous Week. Undecidability. Unification Logic Aart Middeldorp Vincent van Oostrom Franziska Rapp Christian Sternagel Department of Computer Science University of Innsbruck WS 2017/2018 AM (DCS @ UIBK) week 11 2/38 Definitions elimination x φ

More information

Tecniche di Verifica. Introduction to Propositional Logic

Tecniche di Verifica. Introduction to Propositional Logic Tecniche di Verifica Introduction to Propositional Logic 1 Logic A formal logic is defined by its syntax and semantics. Syntax An alphabet is a set of symbols. A finite sequence of these symbols is called

More information

Logic in Computer Science. Frank Wolter

Logic in Computer Science. Frank Wolter Logic in Computer Science Frank Wolter Meta Information Slides, exercises, and other relevant information are available at: http://www.liv.ac.uk/~frank/teaching/comp118/comp118.html The module has 18 lectures.

More information

7. Propositional Logic. Wolfram Burgard and Bernhard Nebel

7. Propositional Logic. Wolfram Burgard and Bernhard Nebel Foundations of AI 7. Propositional Logic Rational Thinking, Logic, Resolution Wolfram Burgard and Bernhard Nebel Contents Agents that think rationally The wumpus world Propositional logic: syntax and semantics

More information

Propositional Logic: Models and Proofs

Propositional Logic: Models and Proofs Propositional Logic: Models and Proofs C. R. Ramakrishnan CSE 505 1 Syntax 2 Model Theory 3 Proof Theory and Resolution Compiled at 11:51 on 2016/11/02 Computing with Logic Propositional Logic CSE 505

More information

The Calculus of Computation: Decision Procedures with Applications to Verification. Part I: FOUNDATIONS. by Aaron Bradley Zohar Manna

The Calculus of Computation: Decision Procedures with Applications to Verification. Part I: FOUNDATIONS. by Aaron Bradley Zohar Manna The Calculus of Computation: Decision Procedures with Applications to Verification Part I: FOUNDATIONS by Aaron Bradley Zohar Manna 1. Propositional Logic(PL) Springer 2007 1-1 1-2 Propositional Logic(PL)

More information

First-Order Logic First-Order Theories. Roopsha Samanta. Partly based on slides by Aaron Bradley and Isil Dillig

First-Order Logic First-Order Theories. Roopsha Samanta. Partly based on slides by Aaron Bradley and Isil Dillig First-Order Logic First-Order Theories Roopsha Samanta Partly based on slides by Aaron Bradley and Isil Dillig Roadmap Review: propositional logic Syntax and semantics of first-order logic (FOL) Semantic

More information

The non-logical symbols determine a specific F OL language and consists of the following sets. Σ = {Σ n } n<ω

The non-logical symbols determine a specific F OL language and consists of the following sets. Σ = {Σ n } n<ω 1 Preliminaries In this chapter we first give a summary of the basic notations, terminology and results which will be used in this thesis. The treatment here is reduced to a list of definitions. For the

More information

Example. Lemma. Proof Sketch. 1 let A be a formula that expresses that node t is reachable from s

Example. Lemma. Proof Sketch. 1 let A be a formula that expresses that node t is reachable from s Summary Summary Last Lecture Computational Logic Π 1 Γ, x : σ M : τ Γ λxm : σ τ Γ (λxm)n : τ Π 2 Γ N : τ = Π 1 [x\π 2 ] Γ M[x := N] Georg Moser Institute of Computer Science @ UIBK Winter 2012 the proof

More information

CS 730/730W/830: Intro AI

CS 730/730W/830: Intro AI CS 730/730W/830: Intro AI 1 handout: slides 730W journal entries were due Wheeler Ruml (UNH) Lecture 9, CS 730 1 / 16 Logic First-Order Logic The Joy of Power Wheeler Ruml (UNH) Lecture 9, CS 730 2 / 16

More information

Ling 130 Notes: Syntax and Semantics of Propositional Logic

Ling 130 Notes: Syntax and Semantics of Propositional Logic Ling 130 Notes: Syntax and Semantics of Propositional Logic Sophia A. Malamud January 21, 2011 1 Preliminaries. Goals: Motivate propositional logic syntax and inferencing. Feel comfortable manipulating

More information

Propositional Logic: Methods of Proof (Part II)

Propositional Logic: Methods of Proof (Part II) Propositional Logic: Methods of Proof (Part II) This lecture topic: Propositional Logic (two lectures) Chapter 7.1-7.4 (previous lecture, Part I) Chapter 7.5 (this lecture, Part II) (optional: 7.6-7.8)

More information

Proof Methods for Propositional Logic

Proof Methods for Propositional Logic Proof Methods for Propositional Logic Logical equivalence Two sentences are logically equivalent iff they are true in the same models: α ß iff α β and β α Russell and Norvig Chapter 7 CS440 Fall 2015 1

More information

NONSTANDARD MODELS AND KRIPKE S PROOF OF THE GÖDEL THEOREM

NONSTANDARD MODELS AND KRIPKE S PROOF OF THE GÖDEL THEOREM Notre Dame Journal of Formal Logic Volume 41, Number 1, 2000 NONSTANDARD MODELS AND KRIPKE S PROOF OF THE GÖDEL THEOREM HILARY PUTNAM Abstract This lecture, given at Beijing University in 1984, presents

More information

Propositional Logic: Methods of Proof. Chapter 7, Part II

Propositional Logic: Methods of Proof. Chapter 7, Part II Propositional Logic: Methods of Proof Chapter 7, Part II Inference in Formal Symbol Systems: Ontology, Representation, ti Inference Formal Symbol Systems Symbols correspond to things/ideas in the world

More information

Propositional Resolution Introduction

Propositional Resolution Introduction Propositional Resolution Introduction (Nilsson Book Handout) Professor Anita Wasilewska CSE 352 Artificial Intelligence Propositional Resolution Part 1 SYNTAX dictionary Literal any propositional VARIABLE

More information

Normal Forms of Propositional Logic

Normal Forms of Propositional Logic Normal Forms of Propositional Logic Bow-Yaw Wang Institute of Information Science Academia Sinica, Taiwan September 12, 2017 Bow-Yaw Wang (Academia Sinica) Normal Forms of Propositional Logic September

More information

Logic. Knowledge Representation & Reasoning Mechanisms. Logic. Propositional Logic Predicate Logic (predicate Calculus) Automated Reasoning

Logic. Knowledge Representation & Reasoning Mechanisms. Logic. Propositional Logic Predicate Logic (predicate Calculus) Automated Reasoning Logic Knowledge Representation & Reasoning Mechanisms Logic Logic as KR Propositional Logic Predicate Logic (predicate Calculus) Automated Reasoning Logical inferences Resolution and Theorem-proving Logic

More information

1. Propositional Calculus

1. Propositional Calculus 1. Propositional Calculus Some notes for Math 601, Fall 2010 based on Elliott Mendelson, Introduction to Mathematical Logic, Fifth edition, 2010, Chapman & Hall. 2. Syntax ( grammar ). 1.1, p. 1. Given:

More information

The Importance of Being Formal. Martin Henz. February 5, Propositional Logic

The Importance of Being Formal. Martin Henz. February 5, Propositional Logic The Importance of Being Formal Martin Henz February 5, 2014 Propositional Logic 1 Motivation In traditional logic, terms represent sets, and therefore, propositions are limited to stating facts on sets

More information

Propositional Dynamic Logic

Propositional Dynamic Logic Propositional Dynamic Logic Contents 1 Introduction 1 2 Syntax and Semantics 2 2.1 Syntax................................. 2 2.2 Semantics............................... 2 3 Hilbert-style axiom system

More information

Nonclassical logics (Nichtklassische Logiken)

Nonclassical logics (Nichtklassische Logiken) Nonclassical logics (Nichtklassische Logiken) VU 185.249 (lecture + exercises) http://www.logic.at/lvas/ncl/ Chris Fermüller Technische Universität Wien www.logic.at/people/chrisf/ chrisf@logic.at Winter

More information

CS206 Lecture 03. Propositional Logic Proofs. Plan for Lecture 03. Axioms. Normal Forms

CS206 Lecture 03. Propositional Logic Proofs. Plan for Lecture 03. Axioms. Normal Forms CS206 Lecture 03 Propositional Logic Proofs G. Sivakumar Computer Science Department IIT Bombay siva@iitb.ac.in http://www.cse.iitb.ac.in/ siva Page 1 of 12 Fri, Jan 03, 2003 Plan for Lecture 03 Axioms

More information

Logic For Computer Science. Foundations of Automatic Theorem Proving. Copyright 2013, Jean H. Gallier

Logic For Computer Science. Foundations of Automatic Theorem Proving. Copyright 2013, Jean H. Gallier Logic For Computer Science Foundations of Automatic Theorem Proving Copyright 2013, Jean H. Gallier October 2013 Jean Gallier University of Pennsylvania Department of Computer and Information Science Levine

More information

Inference in First-Order Logic

Inference in First-Order Logic Inference in First-Order Logic Dr. Richard J. Povinelli rev 1.0, 10/7/2001 Page 1 Objectives You should! be able to analyze and employ logical inference in first-order logic. rev 1.0, 10/7/2001 Page 2

More information

Logical Closure Properties of Propositional Proof Systems

Logical Closure Properties of Propositional Proof Systems of Logical of Propositional Institute of Theoretical Computer Science Leibniz University Hannover Germany Theory and Applications of Models of Computation 2008 Outline of Propositional of Definition (Cook,

More information

COMP9414: Artificial Intelligence Propositional Logic: Automated Reasoning

COMP9414: Artificial Intelligence Propositional Logic: Automated Reasoning COMP9414, Monday 26 March, 2012 Propositional Logic 2 COMP9414: Artificial Intelligence Propositional Logic: Automated Reasoning Overview Proof systems (including soundness and completeness) Normal Forms

More information

Přednáška 12. Důkazové kalkuly Kalkul Hilbertova typu. 11/29/2006 Hilbertův kalkul 1

Přednáška 12. Důkazové kalkuly Kalkul Hilbertova typu. 11/29/2006 Hilbertův kalkul 1 Přednáška 12 Důkazové kalkuly Kalkul Hilbertova typu 11/29/2006 Hilbertův kalkul 1 Formal systems, Proof calculi A proof calculus (of a theory) is given by: A. a language B. a set of axioms C. a set of

More information

Review: Stephen G. Simpson (1999) Subsystems of Second-Order Arithmetic (Springer)

Review: Stephen G. Simpson (1999) Subsystems of Second-Order Arithmetic (Springer) Review: Stephen G. Simpson (1999) Subsystems of Second-Order Arithmetic (Springer) Jeffrey Ketland, February 4, 2000 During the nineteenth century, and up until around 1939, many major mathematicians were

More information

Quantified Boolean Formulas Part 1

Quantified Boolean Formulas Part 1 Quantified Boolean Formulas Part 1 Uwe Egly Knowledge-Based Systems Group Institute of Information Systems Vienna University of Technology Results of the SAT 2009 application benchmarks for leading solvers

More information

Logic and Computation

Logic and Computation Logic and Computation CS245 Dr. Borzoo Bonakdarpour University of Waterloo (Fall 2012) Resolution in First-order Predicate Logic Logic and Computation p. 1/38 Agenda Resolution in Propositional Logic Prenex

More information

Proof Complexity Meets Algebra

Proof Complexity Meets Algebra ICALP 17, Warsaw 11th July 2017 (CSP problem) P 3-COL S resolution (proof system) Proofs in S of the fact that an instance of P is unsatisfiable. Resolution proofs of a graph being not 3-colorable. Standard

More information

Between proof theory and model theory Three traditions in logic: Syntactic (formal deduction)

Between proof theory and model theory Three traditions in logic: Syntactic (formal deduction) Overview Between proof theory and model theory Three traditions in logic: Syntactic (formal deduction) Jeremy Avigad Department of Philosophy Carnegie Mellon University avigad@cmu.edu http://andrew.cmu.edu/

More information

Notes. Corneliu Popeea. May 3, 2013

Notes. Corneliu Popeea. May 3, 2013 Notes Corneliu Popeea May 3, 2013 1 Propositional logic Syntax We rely on a set of atomic propositions, AP, containing atoms like p, q. A propositional logic formula φ Formula is then defined by the following

More information

CogSysI Lecture 8: Automated Theorem Proving

CogSysI Lecture 8: Automated Theorem Proving CogSysI Lecture 8: Automated Theorem Proving Intelligent Agents WS 2004/2005 Part II: Inference and Learning Automated Theorem Proving CogSysI Lecture 8: Automated Theorem Proving p. 200 Remember......

More information

Logic Michælmas 2003

Logic Michælmas 2003 Logic Michælmas 2003 ii Contents 1 Introduction 1 2 Propositional logic 3 3 Syntactic implication 5 3.0.1 Two consequences of completeness.............. 7 4 Posets and Zorn s lemma 9 5 Predicate logic

More information

7.5.2 Proof by Resolution

7.5.2 Proof by Resolution 137 7.5.2 Proof by Resolution The inference rules covered so far are sound Combined with any complete search algorithm they also constitute a complete inference algorithm However, removing any one inference

More information

1 Introduction to Predicate Resolution

1 Introduction to Predicate Resolution 1 Introduction to Predicate Resolution The resolution proof system for Predicate Logic operates, as in propositional case on sets of clauses and uses a resolution rule as the only rule of inference. The

More information

Part II Logic and Set Theory

Part II Logic and Set Theory Part II Logic and Set Theory Theorems Based on lectures by I. B. Leader Notes taken by Dexter Chua Lent 2015 These notes are not endorsed by the lecturers, and I have modified them (often significantly)

More information

Mathematical Logic. Reasoning in First Order Logic. Chiara Ghidini. FBK-IRST, Trento, Italy

Mathematical Logic. Reasoning in First Order Logic. Chiara Ghidini. FBK-IRST, Trento, Italy Reasoning in First Order Logic FBK-IRST, Trento, Italy April 12, 2013 Reasoning tasks in FOL Model checking Question: Is φ true in the interpretation I with the assignment a? Answer: Yes if I = φ[a]. No

More information

b. Induction (LfP 50 3)

b. Induction (LfP 50 3) b. Induction (LfP 50 3) b.i. The principle of mathematical induction The principle of mathematical induction is a property of natural numbers. b.i.1. Natural numbers The natural numbers are the non-negative

More information

COMP 2600: Formal Methods for Software Engineeing

COMP 2600: Formal Methods for Software Engineeing COMP 2600: Formal Methods for Software Engineeing Dirk Pattinson Semester 2, 2013 What do we mean by FORMAL? Oxford Dictionary in accordance with convention or etiquette or denoting a style of writing

More information

A brief introduction to Logic. (slides from

A brief introduction to Logic. (slides from A brief introduction to Logic (slides from http://www.decision-procedures.org/) 1 A Brief Introduction to Logic - Outline Propositional Logic :Syntax Propositional Logic :Semantics Satisfiability and validity

More information

the logic of provability

the logic of provability A bird s eye view on the logic of provability Rineke Verbrugge, Institute of Artificial Intelligence, University of Groningen Annual Meet on Logic and its Applications, Calcutta Logic Circle, Kolkata,

More information

Lecture 1: Logical Foundations

Lecture 1: Logical Foundations Lecture 1: Logical Foundations Zak Kincaid January 13, 2016 Logics have two components: syntax and semantics Syntax: defines the well-formed phrases of the language. given by a formal grammar. Typically

More information

Relational Reasoning in Natural Language

Relational Reasoning in Natural Language 1/67 Relational Reasoning in Natural Language Larry Moss ESSLLI 10 Course on Logics for Natural Language Inference August, 2010 Adding transitive verbs the work on R, R, and other systems is joint with

More information