progs/automata/nfa.sc
changeset 733 022e2cb1668d
parent 652 4642e2073808
child 753 d94fdbef1a4f
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/progs/automata/nfa.sc	Sat Jul 04 21:57:33 2020 +0100
@@ -0,0 +1,93 @@
+// NFAs in Scala using partial functions (returning
+// sets of states)
+//
+
+// load dfas
+import $file.dfa, dfa._ 
+
+
+
+// return an empty set, when a parial function is not defined
+import scala.util.Try
+def applyOrElse[A, B](f: A :=> Set[B], x: A) : Set[B] =
+  Try(f(x)).getOrElse(Set[B]())
+
+
+// NFAs
+case class NFA[A, C](starts: Set[A],           // the starting states
+                     delta: (A, C) :=> Set[A], // the transition function
+                     fins:  A => Boolean) {    // the final states 
+
+  // given a state and a character, what is the set of 
+  // next states? if there is none => empty set
+  def next(q: A, c: C) : Set[A] = 
+    applyOrElse(delta, (q, c))
+
+  def nexts(qs: Set[A], c: C) : Set[A] =
+    qs.flatMap(next(_, c))
+
+  // given some states and a string, what is the set 
+  // of next states?
+  def deltas(qs: Set[A], s: List[C]) : Set[A] = s match {
+    case Nil => qs
+    case c::cs => deltas(nexts(qs, c), cs)
+  }
+
+  // is a string accepted by an NFA?
+  def accepts(s: List[C]) : Boolean = 
+    deltas(starts, s).exists(fins)
+
+  // depth-first version of accepts
+  def search(q: A, s: List[C]) : Boolean = s match {
+    case Nil => fins(q)
+    case c::cs => next(q, c).exists(search(_, cs))
+  }
+
+  def accepts2(s: List[C]) : Boolean =
+    starts.exists(search(_, s))
+}
+
+
+
+// NFA examples
+
+val nfa_trans1 : (State, Char) :=> Set[State] = 
+  { case (Q0, 'a') => Set(Q0, Q1) 
+    case (Q0, 'b') => Set(Q2) 
+    case (Q1, 'a') => Set(Q1) 
+    case (Q2, 'b') => Set(Q2) }
+
+val nfa1 = NFA(Set[State](Q0), nfa_trans1, Set[State](Q2))
+
+println(nfa1.accepts("aa".toList))             // false
+println(nfa1.accepts("aaaaa".toList))          // false
+println(nfa1.accepts("aaaaab".toList))         // true
+println(nfa1.accepts("aaaaabbb".toList))       // true
+println(nfa1.accepts("aaaaabbbaaa".toList))    // false
+println(nfa1.accepts("ac".toList))             // false
+
+println(nfa1.accepts2("aa".toList))            // false
+println(nfa1.accepts2("aaaaa".toList))         // false
+println(nfa1.accepts2("aaaaab".toList))        // true
+println(nfa1.accepts2("aaaaabbb".toList))      // true
+println(nfa1.accepts2("aaaaabbbaaa".toList))   // false
+println(nfa1.accepts2("ac".toList))            // false
+
+
+
+
+// subset constructions
+
+def subset[A, C](nfa: NFA[A, C]) : DFA[Set[A], C] = {
+  DFA(nfa.starts, 
+      { case (qs, c) => nfa.nexts(qs, c) }, 
+      _.exists(nfa.fins))
+}
+
+println(subset(nfa1).accepts("aa".toList))           // false
+println(subset(nfa1).accepts("aaaaa".toList))        // false
+println(subset(nfa1).accepts("aaaaab".toList))       // true
+println(subset(nfa1).accepts("aaaaabbb".toList))     // true
+println(subset(nfa1).accepts("aaaaabbbaaa".toList))  // false
+println(subset(nfa1).accepts("ac".toList))           // false
+