Unity中的群组行为

一：效果演示

不使用群组算法和使用群组算法的演示视频

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二：什么是群组行为

群组行为属于人工智能思想，比如说人群走路、鸟群飞行、鱼群游动，群组中成员之间不应该很规律的运动，例如不能拥挤到一起，而是更加真实的去模拟现实中的场景
下面是不使用群组行为和使用群组行为的演示

群组中的三种行为：
——分隔：成员间保持一定距离，不能太近
——队列：群组以相同的速度向相同方向运动
——聚集：避免与临近成员距离太远

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三：群组行为中的三种行为

为了更好的模拟现实环境，使用施加力的方式替代直接修改物体速度，因为直接修改物体的速度会无视各种外力，而施加力是一种仿物理的方式

——分隔

当成员之间相距很近时，给其一个相反的力进行分离

 

——队列

当与大部队运动方向不一致时，给其一个力进行调整

 

——聚集

当与其他成员相距很远时，就选取就近几个成员的中心点，施加力实现聚集

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四：代码实现

using UnityEngine;

/// <summary>
/// 群组行为中的个体
/// </summary>
public class UnityFlock : MonoBehaviour
{
    public Transform target;//目标物体

    [Header("运动速度")]
    public float speed;
    [Header("物体质量")]
    private int m = 1;

    [Header("需要分离的距离")]
    [Header("====================")]
    public float separationDist;
    [Header("分离力的比重")]
    public float separationWeight;

    [Header("需要队列的距离")]
    public float alignmentDist;
    [Header("队列力的比重")]
    public float alignmentWeight;

    [Header("需要聚集的距离")]
    public float cohesionDist;
    [Header("聚集力的比重")]
    public float cohesionWeight;

    private Vector3 velocity;//速度

    private void Awake()
    {
        velocity = Vector3.forward;
    }

    private void Update()
    {
        Vector3 sumForce = Vector3.zero;
        sumForce += Separation() * separationWeight;
        sumForce += Alignment() * alignmentWeight;
        sumForce += Cohesion() * cohesionWeight;
        sumForce += Seek() * speed;

        Vector3 a = sumForce / m;
        velocity += a * Time.deltaTime;

        transform.rotation = Quaternion.Slerp(transform.rotation, Quaternion.LookRotation(velocity), 0.2f);
        transform.Translate(transform.forward * Time.deltaTime, Space.World);
    }

    /// <summary>
    /// 寻找目标
    /// </summary>
    /// <returns></returns>
    private Vector3 Seek()
    {
        Vector3 force = Vector3.zero;
        Vector3 dir = target.position - transform.position;
        force = dir.normalized - transform.forward;
        return force;
    }

    /// <summary>
    /// 得到分离的力
    /// </summary>
    private Vector3 Separation()
    {
        Vector3 separationForce = Vector3.zero;
        GameObject[] objs = GameObject.FindGameObjectsWithTag("UnityFlock");
        foreach (var unity in objs)
        {
            if (unity == gameObject)
            {
                continue;
            }
            if (Vector3.Distance(transform.position, unity.transform.position) <= separationDist)
            {
                Vector3 dir = transform.position - unity.transform.position;
                separationForce += dir.normalized / dir.magnitude;
            }
        }
        return separationForce;
    }

    /// <summary>
    /// 得到队列的力
    /// </summary>
    private Vector3 Alignment()
    {
        Vector3 alignmentForce = Vector3.zero;
        GameObject[] objs = GameObject.FindGameObjectsWithTag("UnityFlock");
        Vector3 avgDir = Vector3.zero;
        int counter = 0;
        foreach (var unity in objs)
        {
            if (unity == gameObject)
            {
                continue;
            }
            if (Vector3.Distance(transform.position, unity.transform.position) < alignmentDist)
            {
                counter++;
                avgDir += unity.transform.forward;
            }
        }
        avgDir /= counter;
        alignmentForce += (avgDir - transform.forward).normalized;
        return alignmentForce;
    }

    /// <summary>
    /// 聚集
    /// </summary>
    private Vector3 Cohesion()
    {
        Vector3 cohesionForce = Vector3.zero;
        GameObject[] objs = GameObject.FindGameObjectsWithTag("UnityFlock");
        Vector3 avgDir = Vector3.zero;
        int counter = 0;
        foreach (var unity in objs)
        {
            if (unity == gameObject)
            {
                continue;
            }
            if (Vector3.Distance(transform.position, unity.transform.position) < alignmentDist)
            {
                counter++;
                avgDir += unity.transform.position;
            }
        }
        avgDir /= counter;
        cohesionForce += (avgDir - transform.position).normalized;
        return cohesionForce;
    }
}

 

原文地址：https://blog.csdn.net/LLLLL__/article/details/115803620