What Is a Recursive Module?*
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Methods for Fitting the Linear Ballistic Accumulator
Behavior Research Methods 2009, 41 (4), 1095-1110 doi:10.3758/BRM.41.4.1095 Getting more from accuracy and response time data: Methods for fitting the linear ballistic accumulator CHRIS DONKIN , LEE A VERE ll , SC OTT BROWN , A N D A N D REW HE ATH C OTE University of Newcastle, Callaghan, New South Wales, Australia Cognitive models of the decision process provide greater insight into response time and accuracy than do stan- dard ANOVA techniques. However, such models can be mathematically and computationally difficult to apply. We provide instructions and computer code for three methods for estimating the parameters of the linear ballistic accumulator (LBA), a new and computationally tractable model of decisions between two or more choices. These methods—a Microsoft Excel worksheet, scripts for the statistical program R, and code for implementation of the LBA into the Bayesian sampling software WinBUGS—vary in their flexibility and user accessibility. We also provide scripts in R that produce a graphical summary of the data and model predictions. In a simulation study, we explored the effect of sample size on parameter recovery for each method. The materials discussed in this article may be downloaded as a supplement from http://brm.psychonomic-journals.org/content/supplemental. Many tasks used in experimental psychology involve edly samples information from the environment and that participants making relatively simple decisions, for which this information is used as evidence for one of the potential the experimenter measures the response times (RTs) and responses. As soon as the evidence in favor of one potential the accuracy of the responses. -
Indexed Induction-Recursion
Indexed Induction-Recursion Peter Dybjer a;? aDepartment of Computer Science and Engineering, Chalmers University of Technology, 412 96 G¨oteborg, Sweden Email: [email protected], http://www.cs.chalmers.se/∼peterd/, Tel: +46 31 772 1035, Fax: +46 31 772 3663. Anton Setzer b;1 bDepartment of Computer Science, University of Wales Swansea, Singleton Park, Swansea SA2 8PP, UK, Email: [email protected], http://www.cs.swan.ac.uk/∼csetzer/, Tel: +44 1792 513368, Fax: +44 1792 295651. Abstract An indexed inductive definition (IID) is a simultaneous inductive definition of an indexed family of sets. An inductive-recursive definition (IRD) is a simultaneous inductive definition of a set and a recursive definition of a function from that set into another type. An indexed inductive-recursive definition (IIRD) is a combination of both. We present a closed theory which allows us to introduce all IIRDs in a natural way without much encoding. By specialising it we also get a closed theory of IID. Our theory of IIRDs includes essentially all definitions of sets which occur in Martin-L¨of type theory. We show in particular that Martin-L¨of's computability predicates for dependent types and Palmgren's higher order universes are special kinds of IIRD and thereby clarify why they are constructively acceptable notions. We give two axiomatisations. The first and more restricted one formalises a prin- ciple for introducing meaningful IIRD by using the data-construct in the original version of the proof assistant Agda for Martin-L¨of type theory. The second one admits a more general form of introduction rule, including the introduction rule for the intensional identity relation, which is not covered by the restricted one. -
Formal Systems: Combinatory Logic and -Calculus
INTRODUCTION APPLICATIVE SYSTEMS USEFUL INFORMATION FORMAL SYSTEMS:COMBINATORY LOGIC AND λ-CALCULUS Andrew R. Plummer Department of Linguistics The Ohio State University 30 Sept., 2009 INTRODUCTION APPLICATIVE SYSTEMS USEFUL INFORMATION OUTLINE 1 INTRODUCTION 2 APPLICATIVE SYSTEMS 3 USEFUL INFORMATION INTRODUCTION APPLICATIVE SYSTEMS USEFUL INFORMATION COMBINATORY LOGIC We present the foundations of Combinatory Logic and the λ-calculus. We mean to precisely demonstrate their similarities and differences. CURRY AND FEYS (KOREAN FACE) The material discussed is drawn from: Combinatory Logic Vol. 1, (1958) Curry and Feys. Lambda-Calculus and Combinators, (2008) Hindley and Seldin. INTRODUCTION APPLICATIVE SYSTEMS USEFUL INFORMATION FORMAL SYSTEMS We begin with some definitions. FORMAL SYSTEMS A formal system is composed of: A set of terms; A set of statements about terms; A set of statements, which are true, called theorems. INTRODUCTION APPLICATIVE SYSTEMS USEFUL INFORMATION FORMAL SYSTEMS TERMS We are given a set of atomic terms, which are unanalyzed primitives. We are also given a set of operations, each of which is a mode for combining a finite sequence of terms to form a new term. Finally, we are given a set of term formation rules detailing how to use the operations to form terms. INTRODUCTION APPLICATIVE SYSTEMS USEFUL INFORMATION FORMAL SYSTEMS STATEMENTS We are given a set of predicates, each of which is a mode for forming a statement from a finite sequence of terms. We are given a set of statement formation rules detailing how to use the predicates to form statements. INTRODUCTION APPLICATIVE SYSTEMS USEFUL INFORMATION FORMAL SYSTEMS THEOREMS We are given a set of axioms, each of which is a statement that is unconditionally true (and thus a theorem). -
MODULA-2 TRANSLATOR USER's MANUAL First Edition May 1986
LOGITECH SOFTWARE ENGINEERING LIBRARY PASCAL TO MODULA-2 TRANSLATOR USER'S MANUAL First Edition May 1986 Copyright (C) 1984, 1985, 1986, 1987 LOGITECH, Inc. All Rights Reserved. No part of this document may be copied or reproduced in any form or by any means without the prior written consent of LOGITECH, Inc. LOGITECH, MODULA-2186,and MODULA-2IVX86 are trademarks ofLOGITECH, Inc. Microsoft is a registered trademark of Microsoft Corporation. MS-DOS is a trademark of Microsoft Corporation. Intel is a registered trademark ofIntel Corporation. IBM is a registered trademark ofInternational Business Machines Corporation. Turbo Pascal is a registered trademark ofBorland International, Inc. LOGITECH, Inc. makes no warranties with respect to this documentation and disclaims any implied warranties of merchantability and fitness for a particular purpose. The information in this document is subject to change without notice. LOGITECH, Inc. assumes no responsibility for any errors that may appear in this document. From time to time changes may occur in the filenames and in the files actually included on the distribution disks. LOGITECH, Inc. makes no warranties that such files or facilities as mentioned in this documentation exist on the distribution disks or as part of the materials distributed. LU-GUllO-1 Initial issue: May 1986 Reprinted: September 1987 This edition applies to Release 1.00 or later of the software. ii TRANSLATOR Preface LOGITECH'S POLICIES AND SERVICES Congratulations on the purchase of your LOGITECH Pascal To Modula-2 Translator. Please refer to the following infonnation for details about LOGITECH's policies and services. We feel that effective communication with our customers is the key to quality service. -
Wittgenstein, Turing and Gödel
Wittgenstein, Turing and Gödel Juliet Floyd Boston University Lichtenberg-Kolleg, Georg August Universität Göttingen Japan Philosophy of Science Association Meeting, Tokyo, Japan 12 June 2010 Wittgenstein on Turing (1946) RPP I 1096. Turing's 'Machines'. These machines are humans who calculate. And one might express what he says also in the form of games. And the interesting games would be such as brought one via certain rules to nonsensical instructions. I am thinking of games like the “racing game”. One has received the order "Go on in the same way" when this makes no sense, say because one has got into a circle. For that order makes sense only in certain positions. (Watson.) Talk Outline: Wittgenstein’s remarks on mathematics and logic Turing and Wittgenstein Gödel on Turing compared Wittgenstein on Mathematics and Logic . The most dismissed part of his writings {although not by Felix Mülhölzer – BGM III} . Accounting for Wittgenstein’s obsession with the intuitive (e.g. pictures, models, aspect perception) . No principled finitism in Wittgenstein . Detail the development of Wittgenstein’s remarks against background of the mathematics of his day Machine metaphors in Wittgenstein Proof in logic is a “mechanical” expedient Logical symbolisms/mathematical theories are “calculi” with “proof machinery” Proofs in mathematics (e.g. by induction) exhibit or show algorithms PR, PG, BB: “Can a machine think?” Language (thought) as a mechanism Pianola Reading Machines, the Machine as Symbolizing its own actions, “Is the human body a thinking machine?” is not an empirical question Turing Machines Turing resolved Hilbert’s Entscheidungsproblem (posed in 1928): Find a definite method by which every statement of mathematics expressed formally in an axiomatic system can be determined to be true or false based on the axioms. -
Clouds and the Earth's Radiant Energy System (CERES) Data Management System
NASA'S MISSION TO PLANET EARTH EARTH PROBES EOS DATA INFORMATION SYSTEM EARTH OBSERVING SYSTEM National Aeronautics and Space Administration Langley Research Center Hampton, Virginia 23681-2199 Clouds and the Earth's Radiant Energy System (CERES) Data Management System View HDF User's Guide S RA TH DIA AR N E T E E N H E T R D G N Y A CERES S S Y D S U T E O M L Version 5.0 C November 2007 NASA Clouds and the Earth's Radiant Energy System (CERES) Data Management System View_Hdf User’s Guide Version 5.0 Primary Author Kam-Pui Lee Science Systems and Applications, Inc. (SSAI) One Enterprise Parkway Hampton, Virginia 23666 November 2007 TABLE OF CONTENTS Section Page 1.0 Introduction . 1 2.0 Installation . 2 3.0 How to Start . 4 4.0 GUI Description . 12 4.1 Main Menu . 15 4.2 Select Function Menu . 68 4.3 Plot Window Menu . 92 5.0 Recognized Variable Names . 107 6.0 Configuration File . 111 7.0 Examples . 114 8.0 References . 132 9.0 List of Acronyms . 133 10.0 Data Center/Data Access Information . 134 iii LIST OF FIGURES Figure Page Fig. 3-1. Main Menu . 4 Fig. 3-2. File Menu . 5 Fig. 3-3. Select File Window . 5 Fig. 3-4. List SDS and Vdata Names . 6 Fig. 3-5. SDS Range Input Window . 7 Fig. 3-6. Import SDS . 7 Fig. 3-7. Vdata Fields Window . 8 Fig. 3-8. Vdata Field Range Window . 8 Fig. 3-9. -
Warum Unix-Ports Pascal Bis Oberon in Der Bremer Informatik
Warum Unix-Ports Pascal bis Oberon in der Bremer Informatik Günter Feldmann Universität Bremen [email protected] 1970th, Dept. of Electrical Engineering ● 1974/75: first university computer CII-Honeywell Bull, IRIS-80 ● first Pascal port from a university in Paris. ● learned Pascal by reading the compiler sources ● engineers needed 64-bit REALS, compiler got modified accordingly ● compiling and linking the compiler took 2 days ● N. Wirth: Systematisches Programmieren Since 1981, Dept. of Mathematics and Computer Science ● first personal computers: DEC PDT 11 ● PDP11 instruction set, but some instructions were missing, these had to be emulated in software as the interpreters and compilers used them. ● UCSD Pascal and some times a Modula (not Modula-2) compiler under RT11. ● Small local area network via V24 connections Computer Science ● A series of different computers ● DEC PDP11/44, BSD Unix ● DEC VAX 750 with 8 VT100 terminals, BSD Unix ● 30 Atari 520 ST (M6800) ● 20 Sun3 Workstations (M6820) ● all machines were equipped with Pascal and/or Modula-2 compilers ● Some machines (Pascal Microengine, PERQ) were microprogrammed for Pascal (p-code, Q- code) Computer Science ● workstation pool for students ● 30 machines (1986), 100 machines today ● in the beginning of 1990th we acquired Sun4 workstations (SPARC). No Modula-2 compiler! ● ETHZ released the SPARC Oberon system hosted by SunOS. This system was used in the course “Software Projekt” until 1996. Then “Java” came … ● programming courses got replaced by courses in “internet programming” Keeping Oberon alive on our hardware ● OS change: SunOS (BSD) to Solaris (SYSVR4) ● despite binary compatibility SPARC Oberon failed. Oberon compiler used registers reserved for usage by the system. -
Warren Goldfarb, Notes on Metamathematics
Notes on Metamathematics Warren Goldfarb W.B. Pearson Professor of Modern Mathematics and Mathematical Logic Department of Philosophy Harvard University DRAFT: January 1, 2018 In Memory of Burton Dreben (1927{1999), whose spirited teaching on G¨odeliantopics provided the original inspiration for these Notes. Contents 1 Axiomatics 1 1.1 Formal languages . 1 1.2 Axioms and rules of inference . 5 1.3 Natural numbers: the successor function . 9 1.4 General notions . 13 1.5 Peano Arithmetic. 15 1.6 Basic laws of arithmetic . 18 2 G¨odel'sProof 23 2.1 G¨odelnumbering . 23 2.2 Primitive recursive functions and relations . 25 2.3 Arithmetization of syntax . 30 2.4 Numeralwise representability . 35 2.5 Proof of incompleteness . 37 2.6 `I am not derivable' . 40 3 Formalized Metamathematics 43 3.1 The Fixed Point Lemma . 43 3.2 G¨odel'sSecond Incompleteness Theorem . 47 3.3 The First Incompleteness Theorem Sharpened . 52 3.4 L¨ob'sTheorem . 55 4 Formalizing Primitive Recursion 59 4.1 ∆0,Σ1, and Π1 formulas . 59 4.2 Σ1-completeness and Σ1-soundness . 61 4.3 Proof of Representability . 63 3 5 Formalized Semantics 69 5.1 Tarski's Theorem . 69 5.2 Defining truth for LPA .......................... 72 5.3 Uses of the truth-definition . 74 5.4 Second-order Arithmetic . 76 5.5 Partial truth predicates . 79 5.6 Truth for other languages . 81 6 Computability 85 6.1 Computability . 85 6.2 Recursive and partial recursive functions . 87 6.3 The Normal Form Theorem and the Halting Problem . 91 6.4 Turing Machines . -
Towards Mathix / Math-X, a Computer Algebra Language That Can Create Its Own Operating System, and That Is Amazingly User- Friendly and Secure
Towards Mathix / Math-x, a computer algebra language that can create its own operating system, and that is amazingly user- friendly and secure Thomas Colignatus, August 19 2009, some clarifications August 23 2009 http://www.dataweb.nl/~cool Summary Given the current supply and demand for computer languages and systems, there is a clear window of opportunity for the software community to collaborate and create Mathix and Math-x. The base would be Oberon, which itself derives from Algol / Pascal / Modula and which is better designed than Unix / Linux, and which now has the system Bluebottle / A2 at http://bluebottle.ethz.ch. Mathix is defined as Oberon/A2 extended with a suitable computer algebra language (say, CAL). Math-x is defined as Minix ported to Oberon/A2 (via Cyclone) and extended with that CAL. Mathix and Math-x thus can create their own OS. Mathix and Math-x are flexible in that they contain both a strongly typed dialect relevant for OS creation (current Oberon) and a more flexible dialect relevant for the human user (CAL, to be created). The dialects have much syntax in common but the CAL allows more flexibility. The CAL is internally translated into Oberon/A2 which allows compilation as well. 2 2009-08-23-Math-x.nb Note This paper is best understood in the context of my book Elegance with Substance on mathematics education - see http://www.dataweb.nl/~cool/Papers/Math/Index.html. My book advises that each national parliament investigates the stagnation in doing mathematics on the computer in school. This paper suggests how the software community might anticipate on common sense conclusions and start working on improvement. -
Report on the Programming Language Modula-2
The Programming language Modula-2 133 Report on the Programming Language Modula-2 1. Introduction Modula-2 grew out of a practical need for a general, efficiently implementable systems programming language for minicomputers. Its ancestors are Pascal and Modula. From the latter It has inherited the name, the important module concept, and a systematic, modern syntax, from Pascal most of the rest. This includes in particular the data structures, I.e. arrays, records, variant records, sets, and pointers. Structured statements include the familiar if, case, repeat, while, for, and with statements. Their syntax is such that every structure ends with an explicit termination symbol. The language is essentially machine-independent, with the exception of limitations due to word size. This appears to be in contradiction to the notion of a system-programming language, in which it must be possible to express all operations inherent in the underlying computer. The dilemma is resolved with the aid of the module concept. Machine-dependent items can be introduced in specific modules, and their use can thereby effectively be confined and isolated. In particular, the language provides the possibility to relax rules about data type compatibility in these cases. In a capable system-programming language it is possible to express input/output conversion procedures, file handling routines, storage allocators, process schedulers etc. Such facilities must therefore not be included as elements of the language itself, but appear as (so-called low-level) modules which are components of most programs written. Such a collection of standard modules is therefore an essential part of a Modula-2 implementation. -
15-819 Homotopy Type Theory Lecture Notes
15-819 Homotopy Type Theory Lecture Notes Nathan Fulton October 9 and 11, 2013 1 Contents These notes summarize and extend two lectures from Bob Harper’s Homotopy Type Theory course. The cumulative hierarchy of type universes, Extensional Type theory, the ∞-groupoid structure of types and iterated identity types are presented. 2 Motivation and Overview Recall from previous lectures the definitions of functionality and transport. Function- ality states that functions preserve identity; that is, domain elements equal in their type map to equal elements in the codomain. Transportation states the same for 0 0 type families. Traditionally, this means that if a =A a , then B[a] true iff B[a ] true. In proof-relevant mathematics, this logical equivalence is generalized to a statement 0 0 about identity in the family: if a =A a , then B[a] =B B[a ]. Transportation can be thought of in terms of functional extensionality. Un- fortunately, extensionality fails in ITT. One way to recover extensionality, which comports with traditional mathematics, is to reduce all identity to reflexivity. This approach, called Extensional Type theory (ETT), provides a natural setting for set-level mathematics. The HoTT perspective on ETT is that the path structure of types need not be limited to that of strict sets. The richer path structure of an ∞-groupoid is induced by the induction principle for identity types. Finding a type-theoretic description of this behavior (that is, introduction, elimination and computation rules which comport with Gentzen’s Inversion Principle) is an open problem. 1 Homotopy Type Theory 3 The Cumulative Hierarchy of Universes In previous formulations of ITT, we used the judgement A type when forming types. -
Formal Systems .1In
Formal systems | University of Edinburgh | PHIL08004 | 1 / 32 January 16, 2020 Puzzle 3 A man was looking at a portrait. Someone asked him, \Whose picture are you looking at?" He replied: \Brothers and sisters have I none, but this man's father is my father's son." Whose picture was the man looking at? 2 / 32 3 / 32 I Is the man in the picture the man himself? I Self-portrait? 4 / 32 I Is the man in the picture the man himself? I Self-portrait? 4 / 32 I Is the man in the picture the man himself? I Self-portrait? 4 / 32 I No. I If the man in the picture is himself, then this father would be his own son! I \this man is my father's son" vs. I \this man's father is my father's son" 5 / 32 I No. I If the man in the picture is himself, then this father would be his own son! I \this man is my father's son" vs. I \this man's father is my father's son" 5 / 32 I No. I If the man in the picture is himself, then this father would be his own son! I \this man is my father's son" vs. I \this man's father is my father's son" 5 / 32 I No. I If the man in the picture is himself, then this father would be his own son! I \this man is my father's son" vs. I \this man's father is my father's son" 5 / 32 I No.