我找到的最好的是org.apache.xbean.classloader.JarFileClassLoader，它是XBean项目的一部分。

下面是我过去使用的一个简短方法，用于从特定目录中的所有lib文件创建一个类装入器

public void initialize(String libDir) throws Exception {
    File dependencyDirectory = new File(libDir);
    File[] files = dependencyDirectory.listFiles();
    ArrayList<URL> urls = new ArrayList<URL>();
    for (int i = 0; i < files.length; i++) {
        if (files[i].getName().endsWith(".jar")) {
        urls.add(files[i].toURL());
        //urls.add(files[i].toURI().toURL());
        }
    }
    classLoader = new JarFileClassLoader("Scheduler CL" + System.currentTimeMillis(), 
        urls.toArray(new URL[urls.size()]), 
        GFClassLoader.class.getClassLoader());
}

然后使用类加载器，只需执行:

classLoader.loadClass(name);

下面是Allain的方法的一个快速变通方法，使其与新版本的Java兼容:

ClassLoader classLoader = ClassLoader.getSystemClassLoader();
try {
    Method method = classLoader.getClass().getDeclaredMethod("addURL", URL.class);
    method.setAccessible(true);
    method.invoke(classLoader, new File(jarPath).toURI().toURL());
} catch (NoSuchMethodException e) {
    Method method = classLoader.getClass()
            .getDeclaredMethod("appendToClassPathForInstrumentation", String.class);
    method.setAccessible(true);
    method.invoke(classLoader, jarPath);
}

请注意，它依赖于特定JVM内部实现的知识，因此它不是理想的，也不是通用的解决方案。但是，如果您知道您将使用标准的OpenJDK或Oracle JVM，这是一种快速而简单的解决方法。在将来发布新的JVM版本时，它也可能会崩溃，所以您需要记住这一点。

下面的解决方案有点笨拙，因为它使用反射来绕过封装，但它工作得完美无缺:

File file = ...
URL url = file.toURI().toURL();

URLClassLoader classLoader = (URLClassLoader)ClassLoader.getSystemClassLoader();
Method method = URLClassLoader.class.getDeclaredMethod("addURL", URL.class);
method.setAccessible(true);
method.invoke(classLoader, url);

你应该看一看OSGi，比如在Eclipse平台中实现的。它就是这么做的。您可以安装、卸载、启动和停止所谓的包，这些包实际上是JAR文件。但是它做的更多，例如，它提供了可以在运行时在JAR文件中动态发现的服务。

或参阅Java模块系统的规范。

请看看我开始的这个项目:proxy-object lib

这个库将从文件系统或任何其他位置加载jar。它将为jar专用一个类装入器，以确保没有库冲突。用户将能够从加载的jar中创建任何对象，并在其上调用任何方法。 这个库被设计用来从支持Java 7的代码库中加载用Java 8编译的jar。

创建一个对象:

    File libDir = new File("path/to/jar");

    ProxyCallerInterface caller = ObjectBuilder.builder()
            .setClassName("net.proxy.lib.test.LibClass")
            .setArtifact(DirArtifact.builder()
                    .withClazz(ObjectBuilderTest.class)
                    .withVersionInfo(newVersionInfo(libDir))
                    .build())
            .build();
    String version = caller.call("getLibVersion").asString();

ObjectBuilder支持工厂方法、调用静态函数和回调接口实现。 我将在自述页面上发布更多的例子。

下面是一个未弃用的版本。我修改了原始版本，删除了不推荐使用的功能。

/**************************************************************************************************
 * Copyright (c) 2004, Federal University of So Carlos                                           *
 *                                                                                                *
 * All rights reserved.                                                                           *
 *                                                                                                *
 * Redistribution and use in source and binary forms, with or without modification, are permitted *
 * provided that the following conditions are met:                                                *
 *                                                                                                *
 *     * Redistributions of source code must retain the above copyright notice, this list of      *
 *       conditions and the following disclaimer.                                                 *
 *     * Redistributions in binary form must reproduce the above copyright notice, this list of   *
 *     * conditions and the following disclaimer in the documentation and/or other materials      *
 *     * provided with the distribution.                                                          *
 *     * Neither the name of the Federal University of So Carlos nor the names of its            *
 *     * contributors may be used to endorse or promote products derived from this software       *
 *     * without specific prior written permission.                                               *
 *                                                                                                *
 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS                            *
 * "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT                              *
 * LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR                          *
 * A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR                  *
 * CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,                          *
 * EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,                            *
 * PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR                             *
 * PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF                         *
 * LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING                           *
 * NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS                             *
 * SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.                                   *
 **************************************************************************************************/
/*
 * Created on Oct 6, 2004
 */
package tools;

import java.io.File;
import java.io.IOException;
import java.lang.reflect.Constructor;
import java.lang.reflect.InvocationTargetException;
import java.lang.reflect.Method;
import java.net.URL;
import java.net.URLClassLoader;

/**
 * Useful class for dynamically changing the classpath, adding classes during runtime. 
 */
public class ClasspathHacker {
    /**
     * Parameters of the method to add an URL to the System classes. 
     */
    private static final Class<?>[] parameters = new Class[]{URL.class};

    /**
     * Adds a file to the classpath.
     * @param s a String pointing to the file
     * @throws IOException
     */
    public static void addFile(String s) throws IOException {
        File f = new File(s);
        addFile(f);
    }

    /**
     * Adds a file to the classpath
     * @param f the file to be added
     * @throws IOException
     */
    public static void addFile(File f) throws IOException {
        addURL(f.toURI().toURL());
    }

    /**
     * Adds the content pointed by the URL to the classpath.
     * @param u the URL pointing to the content to be added
     * @throws IOException
     */
    public static void addURL(URL u) throws IOException {
        URLClassLoader sysloader = (URLClassLoader)ClassLoader.getSystemClassLoader();
        Class<?> sysclass = URLClassLoader.class;
        try {
            Method method = sysclass.getDeclaredMethod("addURL",parameters);
            method.setAccessible(true);
            method.invoke(sysloader,new Object[]{ u }); 
        } catch (Throwable t) {
            t.printStackTrace();
            throw new IOException("Error, could not add URL to system classloader");
        }        
    }

    public static void main(String args[]) throws IOException, SecurityException, ClassNotFoundException, IllegalArgumentException, InstantiationException, IllegalAccessException, InvocationTargetException, NoSuchMethodException{
        addFile("C:\\dynamicloading.jar");
        Constructor<?> cs = ClassLoader.getSystemClassLoader().loadClass("test.DymamicLoadingTest").getConstructor(String.class);
        DymamicLoadingTest instance = (DymamicLoadingTest)cs.newInstance();
        instance.test();
    }
}