更新:

再次感谢你的例子,它们对我很有帮助,我并不是说 夺走他们的一切。

Aren't the currently given examples, as far as I understand them & state-machines, only half of what we usually understand by a state-machine? In the sense that the examples do change state but that's only represented by changing the value of a variable (and allowing different value- changes in different states), while usually, a state machine should also change its behavior, and behavior not (only) in the sense of allowing different value changes for a variable depending on the state, but in the sense of allowing different methods to be executed for different states.

还是我对状态机及其常用用法有误解?


最初的问题:

我发现了关于c#中的状态机和迭代器块的讨论,以及用于创建状态机和c#的工具,所以我发现了很多抽象的东西,但作为一个新手,所有这些都有点令人困惑。

因此,如果有人能提供一个c#源代码-示例,实现一个简单的状态机,可能只有3,4个状态,那就太好了,只是为了了解它的要点。


当前回答

在网上找到了这个很棒的教程,它帮助我理解了有限状态机。

http://gamedevelopment.tutsplus.com/tutorials/finite-state-machines-theory-and-implementation--gamedev-11867

本教程是语言无关的,所以它可以很容易地适应您的c#需求。

而且,所使用的例子(一只蚂蚁寻找食物)很容易理解。

来自教程:

public class FSM {
    private var activeState :Function; // points to the currently active state function

    public function FSM() {
    }

    public function setState(state :Function) :void {
        activeState = state;
    }

    public function update() :void {
        if (activeState != null) {
            activeState();
        }
    }
}


public class Ant
{
    public var position   :Vector3D;
    public var velocity   :Vector3D;
    public var brain      :FSM;

    public function Ant(posX :Number, posY :Number) {
        position    = new Vector3D(posX, posY);
        velocity    = new Vector3D( -1, -1);
        brain       = new FSM();

        // Tell the brain to start looking for the leaf.
        brain.setState(findLeaf);
    }

    /**
    * The "findLeaf" state.
    * It makes the ant move towards the leaf.
    */
    public function findLeaf() :void {
        // Move the ant towards the leaf.
        velocity = new Vector3D(Game.instance.leaf.x - position.x, Game.instance.leaf.y - position.y);

        if (distance(Game.instance.leaf, this) <= 10) {
            // The ant is extremelly close to the leaf, it's time
            // to go home.
            brain.setState(goHome);
        }

        if (distance(Game.mouse, this) <= MOUSE_THREAT_RADIUS) {
            // Mouse cursor is threatening us. Let's run away!
            // It will make the brain start calling runAway() from
            // now on.
            brain.setState(runAway);
        }
    }

    /**
    * The "goHome" state.
    * It makes the ant move towards its home.
    */
    public function goHome() :void {
        // Move the ant towards home
        velocity = new Vector3D(Game.instance.home.x - position.x, Game.instance.home.y - position.y);

        if (distance(Game.instance.home, this) <= 10) {
            // The ant is home, let's find the leaf again.
            brain.setState(findLeaf);
        }
    }

    /**
    * The "runAway" state.
    * It makes the ant run away from the mouse cursor.
    */
    public function runAway() :void {
        // Move the ant away from the mouse cursor
        velocity = new Vector3D(position.x - Game.mouse.x, position.y - Game.mouse.y);

        // Is the mouse cursor still close?
        if (distance(Game.mouse, this) > MOUSE_THREAT_RADIUS) {
            // No, the mouse cursor has gone away. Let's go back looking for the leaf.
            brain.setState(findLeaf);
        }
    }

    public function update():void {
        // Update the FSM controlling the "brain". It will invoke the currently
        // active state function: findLeaf(), goHome() or runAway().
        brain.update();

        // Apply the velocity vector to the position, making the ant move.
        moveBasedOnVelocity();
    }

    (...)
}

其他回答

您可能希望使用现有的开源有限状态机之一。例如,在http://code.google.com/p/bbvcommon/wiki/StateMachine找到的bbv.Common.StateMachine。它具有非常直观流畅的语法和许多特性,如进入/退出操作、转换操作、保护、分层、被动实现(在调用者的线程上执行)和主动实现(fsm运行在自己的线程上,事件被添加到队列中)。

以Juliets为例,状态机的定义非常简单:

var fsm = new PassiveStateMachine<ProcessState, Command>();
fsm.In(ProcessState.Inactive)
   .On(Command.Exit).Goto(ProcessState.Terminated).Execute(SomeTransitionAction)
   .On(Command.Begin).Goto(ProcessState.Active);
fsm.In(ProcessState.Active)
   .ExecuteOnEntry(SomeEntryAction)
   .ExecuteOnExit(SomeExitAction)
   .On(Command.End).Goto(ProcessState.Inactive)
   .On(Command.Pause).Goto(ProcessState.Paused);
fsm.In(ProcessState.Paused)
   .On(Command.End).Goto(ProcessState.Inactive).OnlyIf(SomeGuard)
   .On(Command.Resume).Goto(ProcessState.Active);
fsm.Initialize(ProcessState.Inactive);
fsm.Start();

fsm.Fire(Command.Begin);

更新:项目位置已移动到:https://github.com/appccelerate/statemachine

下面是一个非常经典的有限状态机的例子,它模拟了一个非常简化的电子设备(比如电视)

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;

namespace fsm
{
class Program
{
    static void Main(string[] args)
    {
        var fsm = new FiniteStateMachine();
        Console.WriteLine(fsm.State);
        fsm.ProcessEvent(FiniteStateMachine.Events.PlugIn);
        Console.WriteLine(fsm.State);
        fsm.ProcessEvent(FiniteStateMachine.Events.TurnOn);
        Console.WriteLine(fsm.State);
        fsm.ProcessEvent(FiniteStateMachine.Events.TurnOff);
        Console.WriteLine(fsm.State);
        fsm.ProcessEvent(FiniteStateMachine.Events.TurnOn);
        Console.WriteLine(fsm.State);
        fsm.ProcessEvent(FiniteStateMachine.Events.RemovePower);
        Console.WriteLine(fsm.State);
        Console.ReadKey();
    }

    class FiniteStateMachine
    {
        public enum States { Start, Standby, On };
        public States State { get; set; }

        public enum Events { PlugIn, TurnOn, TurnOff, RemovePower };

        private Action[,] fsm;

        public FiniteStateMachine()
        {
            this.fsm = new Action[3, 4] { 
                //PlugIn,       TurnOn,                 TurnOff,            RemovePower
                {this.PowerOn,  null,                   null,               null},              //start
                {null,          this.StandbyWhenOff,    null,               this.PowerOff},     //standby
                {null,          null,                   this.StandbyWhenOn, this.PowerOff} };   //on
        }
        public void ProcessEvent(Events theEvent)
        {
            this.fsm[(int)this.State, (int)theEvent].Invoke();
        }

        private void PowerOn() { this.State = States.Standby; }
        private void PowerOff() { this.State = States.Start; }
        private void StandbyWhenOn() { this.State = States.Standby; }
        private void StandbyWhenOff() { this.State = States.On; }
    }
}
}

其他替代在此回购https://github.com/lingkodsoft/StateBliss 使用流畅的语法,支持触发器。

    public class BasicTests
    {
        [Fact]
        public void Tests()
        {
            // Arrange
            StateMachineManager.Register(new [] { typeof(BasicTests).Assembly }); //Register at bootstrap of your application, i.e. Startup
            var currentState = AuthenticationState.Unauthenticated;
            var nextState = AuthenticationState.Authenticated;
            var data = new Dictionary<string, object>();

            // Act
            var changeInfo = StateMachineManager.Trigger(currentState, nextState, data);

            // Assert
            Assert.True(changeInfo.StateChangedSucceeded);
            Assert.Equal("ChangingHandler1", changeInfo.Data["key1"]);
            Assert.Equal("ChangingHandler2", changeInfo.Data["key2"]);
        }

        //this class gets regitered automatically by calling StateMachineManager.Register
        public class AuthenticationStateDefinition : StateDefinition<AuthenticationState>
        {
            public override void Define(IStateFromBuilder<AuthenticationState> builder)
            {
                builder.From(AuthenticationState.Unauthenticated).To(AuthenticationState.Authenticated)
                    .Changing(this, a => a.ChangingHandler1)
                    .Changed(this, a => a.ChangedHandler1);

                builder.OnEntering(AuthenticationState.Authenticated, this, a => a.OnEnteringHandler1);
                builder.OnEntered(AuthenticationState.Authenticated, this, a => a.OnEnteredHandler1);

                builder.OnExiting(AuthenticationState.Unauthenticated, this, a => a.OnExitingHandler1);
                builder.OnExited(AuthenticationState.Authenticated, this, a => a.OnExitedHandler1);

                builder.OnEditing(AuthenticationState.Authenticated, this, a => a.OnEditingHandler1);
                builder.OnEdited(AuthenticationState.Authenticated, this, a => a.OnEditedHandler1);

                builder.ThrowExceptionWhenDiscontinued = true;
            }

            private void ChangingHandler1(StateChangeGuardInfo<AuthenticationState> changeinfo)
            {
                var data = changeinfo.DataAs<Dictionary<string, object>>();
                data["key1"] = "ChangingHandler1";
            }

            private void OnEnteringHandler1(StateChangeGuardInfo<AuthenticationState> changeinfo)
            {
                // changeinfo.Continue = false; //this will prevent changing the state
            }

            private void OnEditedHandler1(StateChangeInfo<AuthenticationState> changeinfo)
            {                
            }

            private void OnExitedHandler1(StateChangeInfo<AuthenticationState> changeinfo)
            {                
            }

            private void OnEnteredHandler1(StateChangeInfo<AuthenticationState> changeinfo)
            {                
            }

            private void OnEditingHandler1(StateChangeGuardInfo<AuthenticationState> changeinfo)
            {
            }

            private void OnExitingHandler1(StateChangeGuardInfo<AuthenticationState> changeinfo)
            {
            }

            private void ChangedHandler1(StateChangeInfo<AuthenticationState> changeinfo)
            {
            }
        }

        public class AnotherAuthenticationStateDefinition : StateDefinition<AuthenticationState>
        {
            public override void Define(IStateFromBuilder<AuthenticationState> builder)
            {
                builder.From(AuthenticationState.Unauthenticated).To(AuthenticationState.Authenticated)
                    .Changing(this, a => a.ChangingHandler2);

            }

            private void ChangingHandler2(StateChangeGuardInfo<AuthenticationState> changeinfo)
            {
                var data = changeinfo.DataAs<Dictionary<string, object>>();
                data["key2"] = "ChangingHandler2";
            }
        }
    }

    public enum AuthenticationState
    {
        Unauthenticated,
        Authenticated
    }
}

记住状态机是一种抽象是很有用的,创建状态机不需要特定的工具,但是工具是有用的。

例如,你可以用函数实现一个状态机:

void Hunt(IList<Gull> gulls)
{
    if (gulls.Empty())
       return;

    var target = gulls.First();
    TargetAcquired(target, gulls);
}

void TargetAcquired(Gull target, IList<Gull> gulls)
{
    var balloon = new WaterBalloon(weightKg: 20);

    this.Cannon.Fire(balloon);

    if (balloon.Hit)
    {
       TargetHit(target, gulls);
    }
    else
       TargetMissed(target, gulls);
}

void TargetHit(Gull target, IList<Gull> gulls)
{
    Console.WriteLine("Suck on it {0}!", target.Name);
    Hunt(gulls);
}

void TargetMissed(Gull target, IList<Gull> gulls)
{
    Console.WriteLine("I'll get ya!");
    TargetAcquired(target, gulls);
}

这台机器会捕捉海鸥,并试图用水球击中它们。如果它没有命中,它将尝试发射一个直到命中为止(可以有一些现实的期望;)),否则它将在控制台幸灾乐祸。它继续捕猎,直到没有海鸥可以骚扰为止。

每个函数对应于每个状态;没有显示开始和结束(或接受)状态。其中的状态可能比函数所模拟的要多。例如,在发射气球后,机器实际上处于与之前不同的状态,但我认为这种区分是不切实际的。

常用的方法是使用类来表示状态,然后以不同的方式将它们连接起来。

在我看来,状态机不仅意味着改变状态,而且(非常重要)还意味着处理特定状态中的触发器/事件。如果您想更好地理解状态机设计模式,可以在《头部优先设计模式》一书的第320页中找到一个很好的描述。

它不仅涉及变量中的状态,还涉及处理不同状态中的触发器。很棒的一章(不,提到这个对我来说是免费的:-),它包含了一个简单易懂的解释。