A-level Computing/AQA/Paper 1/Theory of computation/Finite state machines

Regular languages Maths for regular expressions Finite state machines A finite state machine is a form of abstraction (WHY/HOW?). It models the behaviour of a system by showing each state it can be in and the transitions between each state. Consider an elevator : Possible states of the system: 'static on floor 1', 'moving up', 'static on floor 2', 'moving down' [picture of states inserted here] The transitions and their inputs: from 'static on floor 1' to 'moving up' triggered by 'up button' from 'moving up' to 'static on floor 2' triggered by 'arrival 2' from static on floor 2 to 'moving down' triggered by 'down button' from 'moving down' to 'static on floor 1' triggered by 'arrival 1' Form the above we can draw the finite state machine for the elevator. [picture of completed finite state machine to be inserted here] We can also produce a state transition table (DEFINE THIS LANGUAGE BOX?): [picture of state transition diagram to be inserted here] Representing a system as a finite state machine is very powerful because the model allows us to demonstrate the behaviour very clearly. We can prove that the system is robust and will not behave in any unexpected manner. Consider the example of the elevator: by modelling the system as a finite state machine, it is possible to show that the elevator is not able to move up and down without stopping. This is because the design clearly shows that it is impossible to transition from the state 'moving up' to the state 'moving down'. Applications of finite state machines are found in many sciences. Mainly engineering, biology and most commonly in linguistics, where they are used to describe languages. thumb|300px|center|A finite state automata accepting binary input Looking at the above diagram we can see that it starts in state S1, an input of 1 will keep it in state S1, and an input of 0 will move it to state S2. Once in S2 an input of 1 will keep it there, and an input of 0 will switch it back to S1. This means that the following inputs are valid: 110011001 001110011 It might appear to accept any binary value, but this isn't true. The only state it can accept in is state S1. This places the following rule on all accepted inputs: "A combination of binary digits involving an even number of zeros". This is useful for parity checks. If I try the following: 110011011 I am stuck in state S2 and the FSM has not accepted. Can you create a FSM to only accept Binary numbers with odd numbers of 1s? Exercise: Finite State Automaton File:CPT-FSM-abcd.svg For the FSM above which of these inputs are valid: aaacdb ababacdaaac abcdb acda acdbdb aaacdb (CORRECT) ababacdaaac(CORRECT) abcdb (ERROR no input that accepts b then c) acda (ERROR S1 is not a accepting state) acdbdb (CORRECT) File:CPT-FSM-0123456789+-.svg For the FSM above which of these inputs are valid: 987654321+994-0 5-5+2*4 9+8+7+6+5+4+3+2+1 0+1+2+1+ 99+88-77 987654321+994-0 (CORRECT) 5-5+2*4 (ERROR no input *) 9+8+7+6+5+4+3+2+1 (CORRECT) 0+1+2+1+ (ERROR S3 is not a accepting state) 99+88-77 (CORRECT) Draw a finite state automata that will accept the word Banana whilst using only 3 states File:CPT-FSM-FSA-Banana.svg Draw a single finite state automata that will accept all the words: Tim Grit Grrrrrim File:CPT-FSM-FSA-Grim.svg Mealy Machines Mealy Machine an FSM with outputs Some FSMs output values dependent on the state and the input values: center|300px The above Mealy Machine outputs a value for each input. You can tell which is which by: input / output. So for the following input: 000101010 It outputs 000010101 Shifting all the bits right, and dividing the binary number input by two. Exercise: Mealy Machines center|300px For the Mealy machine above, what do the following inputs output: 50 20,10,20 10,10,10,20 What does this machine do, what do the outputs tell you? 0 30,20,0 40,30,20,0 This machine could be used to track the money going into a vending machine, letting you know how much you have left to pay on a 50p chocolate bar What is the difference between a mealy machine and a finite state automaton? mealy machines output values finite state automata do not Extension: non-determinism In this section we are learning about deterministic finite automaton. This means that for a state and a valid input there is only one possible transition to take. There are such things a nondeterministic finite automaton where, for a given input there are multiple paths (or none) that could be taken: thumb|center|250px|In state p, for input 1 there are two possible transitions State transition tables A state transition table follows every state and input. Inputs are usually placed on the left, and separated from the outputs, which are on the right. Here's a simple example of a state machine with two states, and a binary input: File:CPT-FSM-01.svg Input Current State Next State Output 0 S1 S2 null 1 S1 S1 null 0 S2 S1 null 1 S2 S3 null Exercise: State transition tables Create a state transition table for the following FSM: 350px Input Current State Next State Output 0 S1 S2 null 1 S1 S1 null 0 S2 S1 null 1 S2 S2 null Create a state transition table for the following FSM: 350px Input Current State Next State Output 0 S0 S2 0 1 S0 S1 0 0 S1 S2 1 1 S1 S1 1 0 S2 S2 0 1 S2 S1 0 Draw the FSM for the following state transition table: Input Current State Next State Output Timer Green Green null Button Green Yellow null Timer Yellow Red null Timer Red Green null File:CPT-FSM-FSA-Traffic.svg You might have already cottoned on. This represents a traffic light system Draw the FSM for the following state transition table: Input Current State Next State Output a q0 q0 null b q0 q1 null a q1 q2 null b q1 q1 null a q2 q1 null b q2 q1 null File:Deterministicfiniteautomaton.svg