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Computer science and related topics
Contents
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[edit] Haskell
[edit] Codata
from the paper Codata and Comonads in Haskell [1] (pdf)
- cowords: codata, comonad, coalgebra, co-variety, cofree, codomain, co-extension (coextend may be called preserve)
- cofunctions: co-eval or coeval (function or combinator), co-ext (function), coOpenFile, coGetChar, coPutChar, coClose
- cophrases: codata object, structure coalgebras, codomain type, comonadic type, comonadic function,
- almost cowords: coercion, coexist
- examples of comonads: I/O, component interfaces, parallel evaluation, concurrent communication processes, exceptions, explicit continuations
[edit] Computer theory
[edit] Automata theory
- Kleene closure, Kleene's theorem
- Recursive definition
- Regular expression
- Finite language
- Finite automata (FA)
- Transition graph (TG)
- Generalized transition graph
- Nondeterminism
- Nondeterministic finite automata (NFA),
- Moore machine
- Mealy machine
- Transducer
- Sequential circuit
- regular language
- Closure
- Pumping Lemma, Pumping lemma, Lemma
- Myhill
- Nerode Theorem, Nerode theorem
- Quotient language, Quotient
- Decidability
- Finiteness
[edit] Pushdown automata theory
- Context-free grammar (CFG)
- Symbolism
- Generative grammar
- Łukasiewicz notation, Polish notation (Jan Łukasiewicz)
- Ambiguity
- Total language tree
- Grammatical format
- Regular grammar
- Chomsky normal form / Chomsky Normal Form
- Leftmost derivation
- Pushdown automata (PDA)
- Pushdown stack
- Non-Context-Free language, Non-context-free language, Non-context-free
- Self-embeddedness
- Context-free language (CFL)
- Decidability
- Emptiness and Uselessness
[edit] Turing theory
- Turing machine (TM)
- Subprogram
- Post machine (PM)
- Minsky's theorem
- Two stack pushdown automata, Two stack PDA
- Move-in-State machine, Move-in-state machine, Move-in-state, Move in state
- Stay-Option machine, Stay-option machine
- k-Track, k-track, k-track turing machine
- two-way infinite tape model, two-way infinite tape
- nondeterministic turing machine
- read-only turing machine
- turing machine language, turing machine languages
- recursively enumerable language
- non-recursively enumerable language
- universal turing machine
- decidability
- Chomsky hierarchy
- Phrase-structure grammar, Phrase-structure
- Type 0
- Context-sensitive grammar
- Computable function
- Church's thesis
- Language generator
[edit] Types and Programming Languages
[edit] Not covered
- Denotational and axiomatic approaches to semantics, denotation, axiom, semantics
- The rich connections between type systems and logic
- dependent types (mentioned in passing)
- intersection type (mentioned in passing)
- Curry-Howard correspondence (mentioned in passing)
[edit] Introduction
- formal methods, lightweight formal methods
- Hoare logic
- algebraic specification language
- modal logic
- denotational semantics
- model checker
- type system
- type theory
- dimension analysis
- language safety, safe language
- region inference
- typechecking
- categorial grammar
[edit] Untyped arithmetic expressions
- expression vs term
- abstract syntax
- inference rule
- natural deduction style
- closure properties
- one step evaluation, reduction, evaluation relation vs big step style (big step)
- evaluation strategy
- conditional, guard
- computation rule
- congruence rule
- derivation tree
- induction on derivations (a proof technique)
- value means normal form
- Structural induction
- inductive definition
- systems of inference rules (inference rule)
- proof by induction
[edit] Definition styles
- BNF grammar (metalanguage)
- inductive definition
- by inference rules: axioms and "proper rules"
- creating a set of concrete rules
- better called a rule schema (because metavariables are used)
- Concrete definition (to generate all expressions/terms)
[edit] Symantics styles
- operational semantics (used exclusively in the book)
- denotational semantics
- semantic domain
- interpretation function
- domain theory
- axiomatic semantics
[edit] ML example (ch4)
- Objective Caml
- Arithmetic expression
- Automatic storage management (garbage collection)
- other recommendations: Standard ML, Haskell, Scheme (with some pattern-matching extension)
- Java, pure Scheme are somewhat heavy
- Code: [2]
[edit] The Untyped Lambda-calculus
Alternatives:
- pi-calculus (Milner, Parrow, Walker)
- object calculus (Abadi, Cardelli)
Free variables and bound variables:
- full beta-reduction, beta-reduction (any redex at any time)
- normal order strategy (normal order), leftmost, outermost redex is always reduced first
- call-by-name, no reductions inside abstractions. non-strict (lazy)
- call by need (Haskell). non-strict (lazy)
- call-by-value (most languages). strict (arguments always evaluated)
Lambda calculus grammmar:
t ::= terms: x variable λx.t abstraction or lambda-abstraction t t application
Language levels:
- concrete syntax, or surface syntax, the source code
- abstract syntax, the internal representation, eg abstract syntax tree. via lexer and parser
- internal language (IL), sublanguages of core features
- external language (EL), full language of derived forms
Capture:
- variable capture, capture-avoiding substitution
- alpha-conversion
Free variables:
- FV(t) is the set of free variables of term t.
- FV(x) = {x}
- FV(λx.t1) = FV(t1)\{x}
- FV(t1 t2) = FV(t1) ∪ FV(t2)
[edit] Nameless representation of types
Capture (cont):
- Barendregt convention (Henk Barendregt)
- explicit substitution
- combinators to avoid variables: combinatory logic, FP (Backus' functional language)
- Canonical representation (used by this book). Well known technique due to de Bruijn.
Nicholas de Bruijn:
- de Bruijn
- de Bruijn presentation
- Canonical representation
- de Bruijn graph (not mentioned)
- nameless term, de Bruijn term
- de Bruijn indicies, de Bruijn index, static distance
- 0-term, 0 term, terms with no free variables
- 1-term, 1 term, terms with 1 free variable
- n-term, n term, (not used in book)
Explicit substitution:
- explicit substitution, Abadi, Cardelli, Curien, Lévy (1991a)
[edit] Typed Arithmetic Expressions
- Typed Arithmetic Expression, Typed arithmetic expression
- typing relation
- lemma
- generation lemma
- inversion lemma
Safety = Progress + Preservation
- "safety is progress plus preservation" (using a canonical forms lemma) —Harper. Also Wright and Felleisen (A synthactic approach to type soundness. Information and Computation, 115(1):38-94, 15 Nov 1994.
- stuck state
- canonical form
- safety == soundness
- subject expansion
[edit] Simply typed lambda-calculus
Type assignment system:
- explicitly typed vs implicitly typed
- explicitly typed: type checker
- implicitly typed: types inferred or reconstructed
symbols:
- Γ ⊢ t:T "the closed term t has type T under the empty set of assumptions."
- (not from book) ⊢ inference, reduces to. x ⊢ y means y is derived from x
- Table of mathematical symbols
- Γ ⊢ x : R, then x:R ∈ Γ (the type assumed for x in Γ is R)
- dom(Γ) gives the set of variables bound by Γ
context:
- Γ is context
- Γ is the set of assumptions about the types of the free variables in t.
- Γ ⊢ ... "using the context Γ ..."
- typing context or type environment
T ::= types: T→T type of functions Γ ::= contexts: ∅ empty context Γ,x:T term variable binding
more lemmas:
- substituion lemma is important in safety proofs, so important that similiar lemmas get referred to as 'the substitution lemma'
- Δ is a permutation of Γ in the permutation lemma
- weakening lemma
Curry-Howard Correspondence:
- Curry-Howard correspondence aka Curry-Howard isomorphism
- introduction rule, elimination rule
- law of the excluded middle
- applies also to System F (quantification over type corresponds with second-order constructive logic)
- Girard's linear logic (1987) to linear type system(s)
- modal logic(s)
- partial evaluation
- run-time code generation
Logic | Programming languages |
---|---|
propositions | types |
proposition P ⊃ Q | type P → Q |
proposition P ∧ Q | type P × Q |
proof of proposition P | term t of type P |
proposition P is provable | type P is inhabited (by some term) |
Thorough discussions of this correspondence:
- Girard, Lafont, and Laylot (1989)
- Gallier (1993)
- Sørensen and Urzyczyn (1998)
- Pfenning (2001)
- Goubault-Larrecq and Mackie (1997)
- Simmons (2000)
Erasure and Typability
- erasure
- typability
- Curry-style (terms, then symantics) used also for implicitly typed syntax
- Church-style (terms, then identify the well-types terms, then semantics to types)
[edit] Simple extensions
- Syntactic sugar
- Unit type (= void type)
- ascription (comments, and type abbreviations)
- Let binding, (Assignment (computer science))
- sum type (sum typing). Addr = PhysicalAddr + VirtualAddr. (=Dynamic supertyping)
- variant,
e.g.
Addr = <physical:PhysicalAddr, virtual:VirtualAddr>; a = <physical:pa> as Addr;
also for null-able types:
OptionalNat = <none:Unit, some:Nat>;
- reference type
- single-field variant
e.g.
EuroAmount = <euros:Float>;
- Disjoint union(s), sum and variant types sometimes called disjoint unions.
- typecase, type dynamic, typecase construct (for unmarshalling of type info)
- full abstraction
- fix construct, fixed point of a function, fixed point operator, T-FIX,
[edit] Normalization
- Normalization, Normalizable, guaranteed to halt in a finite number of steps.
- logical relation(s)