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Add MultiAgentScheduling
algorithm (#5816)
This commit is contained in:
@ -535,6 +535,7 @@
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* [JobSchedulingWithDeadline](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/JobSchedulingWithDeadline.java)
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* [LotteryScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/LotteryScheduling.java)
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* [MLFQScheduler](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/MLFQScheduler.java)
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* [MultiAgentScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/MultiAgentScheduling.java)
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* [NonPreemptivePriorityScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/NonPreemptivePriorityScheduling.java)
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* [PreemptivePriorityScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/PreemptivePriorityScheduling.java)
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* [RRScheduling](https://github.com/TheAlgorithms/Java/blob/master/src/main/java/com/thealgorithms/scheduling/RRScheduling.java)
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@ -1131,6 +1132,7 @@
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* [JobSchedulingWithDeadlineTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/JobSchedulingWithDeadlineTest.java)
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* [LotterySchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/LotterySchedulingTest.java)
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* [MLFQSchedulerTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/MLFQSchedulerTest.java)
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* [MultiAgentSchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/MultiAgentSchedulingTest.java)
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* [NonPreemptivePrioritySchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/NonPreemptivePrioritySchedulingTest.java)
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* [PreemptivePrioritySchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/PreemptivePrioritySchedulingTest.java)
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* [RRSchedulingTest](https://github.com/TheAlgorithms/Java/blob/master/src/test/java/com/thealgorithms/scheduling/RRSchedulingTest.java)
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@ -0,0 +1,72 @@
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package com.thealgorithms.scheduling;
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import java.util.ArrayList;
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import java.util.HashMap;
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import java.util.List;
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import java.util.Map;
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/**
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* MultiAgentScheduling assigns tasks to different autonomous agents
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* who independently decide the execution order of their assigned tasks.
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* The focus is on collaboration between agents to optimize the overall schedule.
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*
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* Use Case: Distributed scheduling in decentralized systems like IoT networks.
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*
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* @author Hardvan
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*/
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public class MultiAgentScheduling {
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static class Agent {
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String name;
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List<String> tasks;
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Agent(String name) {
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this.name = name;
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this.tasks = new ArrayList<>();
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}
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void addTask(String task) {
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tasks.add(task);
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}
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List<String> getTasks() {
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return tasks;
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}
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}
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private final Map<String, Agent> agents;
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public MultiAgentScheduling() {
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agents = new HashMap<>();
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}
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public void addAgent(String agentName) {
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agents.putIfAbsent(agentName, new Agent(agentName));
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}
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/**
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* Assign a task to a specific agent.
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*
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* @param agentName the name of the agent
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* @param task the task to be assigned
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*/
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public void assignTask(String agentName, String task) {
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Agent agent = agents.get(agentName);
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if (agent != null) {
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agent.addTask(task);
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}
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}
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/**
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* Get the scheduled tasks for each agent.
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*
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* @return a map of agent names to their scheduled tasks
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*/
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public Map<String, List<String>> getScheduledTasks() {
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Map<String, List<String>> schedule = new HashMap<>();
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for (Agent agent : agents.values()) {
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schedule.put(agent.name, agent.getTasks());
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}
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return schedule;
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}
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}
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@ -0,0 +1,52 @@
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package com.thealgorithms.scheduling;
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import static org.junit.jupiter.api.Assertions.assertEquals;
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import java.util.List;
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import java.util.Map;
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import org.junit.jupiter.api.BeforeEach;
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import org.junit.jupiter.api.Test;
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public class MultiAgentSchedulingTest {
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private MultiAgentScheduling scheduler;
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@BeforeEach
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public void setup() {
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scheduler = new MultiAgentScheduling();
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}
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@Test
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public void testAddAgentAndAssignTask() {
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scheduler.addAgent("Agent1");
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scheduler.assignTask("Agent1", "Task1");
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Map<String, List<String>> expected = Map.of("Agent1", List.of("Task1"));
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assertEquals(expected, scheduler.getScheduledTasks());
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}
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@Test
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public void testMultipleAgentsWithTasks() {
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scheduler.addAgent("Agent1");
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scheduler.addAgent("Agent2");
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scheduler.assignTask("Agent1", "Task1");
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scheduler.assignTask("Agent2", "Task2");
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Map<String, List<String>> expected = Map.of("Agent1", List.of("Task1"), "Agent2", List.of("Task2"));
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assertEquals(expected, scheduler.getScheduledTasks());
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}
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@Test
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public void testAgentWithMultipleTasks() {
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scheduler.addAgent("Agent1");
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scheduler.assignTask("Agent1", "Task1");
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scheduler.assignTask("Agent1", "Task2");
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Map<String, List<String>> expected = Map.of("Agent1", List.of("Task1", "Task2"));
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assertEquals(expected, scheduler.getScheduledTasks());
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}
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@Test
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public void testEmptyAgentSchedule() {
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scheduler.addAgent("Agent1");
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Map<String, List<String>> expected = Map.of("Agent1", List.of());
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assertEquals(expected, scheduler.getScheduledTasks());
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}
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}
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