https://github.com/apache/incubator-kie-optaplanner-quickstarts
OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.
https://github.com/apache/incubator-kie-optaplanner-quickstarts
artificial-intelligence constraint-solver gradle java kotlin mathematical-optimization maven operations-research optimization-algorithms quarkus solver spring-boot
Last synced: 26 days ago
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OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.
- Host: GitHub
- URL: https://github.com/apache/incubator-kie-optaplanner-quickstarts
- Owner: apache
- License: apache-2.0
- Created: 2020-08-19T07:56:31.000Z (over 4 years ago)
- Default Branch: stable
- Last Pushed: 2025-03-27T17:43:29.000Z (about 1 month ago)
- Last Synced: 2025-03-31T21:47:54.977Z (about 1 month ago)
- Topics: artificial-intelligence, constraint-solver, gradle, java, kotlin, mathematical-optimization, maven, operations-research, optimization-algorithms, quarkus, solver, spring-boot
- Language: Java
- Homepage: https://www.optaplanner.org/
- Size: 7.43 MB
- Stars: 327
- Watchers: 47
- Forks: 159
- Open Issues: 15
-
Metadata Files:
- Readme: README.adoc
- License: LICENSE.txt
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README
= OptaPlanner Quickstarts
== Overview of all Quickstarts
|===
|Use case quickstarts |Technology quickstarts
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a|* link:use-cases/school-timetabling/README.adoc[Quarkus] (Java, Maven or Gradle, Quarkus, H2)
* link:technology/java-spring-boot/README.adoc[Spring Boot] (Java, Maven or Gradle, Spring Boot, H2)
* link:technology/java-activemq-quarkus/README.adoc[ActiveMQ] (Java, ActiveMQ, Maven, Quarkus)
* link:technology/kotlin-quarkus/README.adoc[Kotlin] (Kotlin, Maven, Quarkus, H2)
* link:technology/python/README.adoc[Python (experimental)] (Python, Pip)
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|===
== Get started
Run the https://www.optaplanner.org/[OptaPlanner] quickstarts now:
. https://adoptopenjdk.net[Install JDK 11 or later] with `JAVA_HOME` configured appropriately.
. Clone this repository to build and run the quickstarts showcase:
+
[source, shell]
----
$ git clone https://github.com/kiegroup/optaplanner-quickstarts.git
$ cd optaplanner-quickstarts
$ ./runQuickstartsFromSource.sh
----
== Use cases
[[school-timetabling]]
=== School timetabling
Assign lessons to timeslots and rooms to produce a better schedule for teachers and students.
image::build/quickstarts-showcase/src/main/resources/META-INF/resources/screenshot/quarkus-school-timetabling-screenshot.png[]
* link:use-cases/school-timetabling/README.adoc[Run quarkus-school-timetabling] (Java, Maven or Gradle, Quarkus, H2)
* link:technology/java-spring-boot/README.adoc[Run spring-boot-school-timetabling] (Java, Maven or Gradle, Spring Boot, H2)
* link:technology/java-activemq-quarkus/README.adoc[Run activemq-quarkus-school-timetabling] (Java, ActiveMQ, Maven, Quarkus)
* link:technology/kotlin-quarkus/README.adoc[Run kotlin-quarkus-school-timetabling] (Kotlin, Maven, Quarkus, H2)
* link:use-cases/vehicle-routing/README.adoc[Run quarkus-vehicle-routing] (Java, Maven or Gradle, Quarkus)
Without a UI:
* link:hello-world/README.adoc[Run hello-world-school-timetabling] (Java, Maven or Gradle)
[[facility-location]]
=== Facility location problem
Pick the best geographical locations for new stores, distribution centers, covid test centers or telco masts.
image::build/quickstarts-showcase/src/main/resources/META-INF/resources/screenshot/quarkus-facility-location-screenshot.png[]
* link:use-cases/facility-location/README.adoc[Run quarkus-facility-location] (Java, Maven, Quarkus)
[[maintenance-scheduling]]
=== Maintenance scheduling
Schedule maintenance jobs to crews over time to reduce both premature and overdue maintenance.
image::build/quickstarts-showcase/src/main/resources/META-INF/resources/screenshot/quarkus-maintenance-scheduling-screenshot.png[]
* link:use-cases/maintenance-scheduling/README.adoc[Run quarkus-maintenance-scheduling] (Java, Maven, Quarkus)
[[call-center]]
=== Call center
Schedule incoming calls to employees matching skills and availability.
image::build/quickstarts-showcase/src/main/resources/META-INF/resources/screenshot/quarkus-call-center-screenshot.png[]
* link:use-cases/call-center/README.adoc[Run quarkus-call-center] (Java, Maven, Quarkus)
[[vaccination-scheduling]]
=== Vaccination scheduling
Assign people to vaccination injection appointments over time at vaccination centers to end a pandemic sooner.
image::build/quickstarts-showcase/src/main/resources/META-INF/resources/screenshot/quarkus-vaccination-scheduling-screenshot.png[]
* link:use-cases/vaccination-scheduling/README.adoc[Run quarkus-vaccination-scheduling] (Java, Maven, Quarkus)
[[order-picking]]
=== Order Picking
Generate an optimal picking plan for completing a set of orders.
image::build/quickstarts-showcase/src/main/resources/META-INF/resources/screenshot/quarkus-order-picking-screenshot.png[]
* link:use-cases/order-picking/README.adoc[Run quarkus-order-picking] (Java, Maven, Quarkus)
[[employee-scheduling]]
=== Employee Scheduling
Schedule shifts to employees, accounting for employee availability and shift skill requirements.
image::build/quickstarts-showcase/src/main/resources/META-INF/resources/screenshot/quarkus-employee-scheduling-screenshot.png[]
* link:use-cases/employee-scheduling/README.adoc[Run quarkus-employee-scheduling] (Java, Maven, Quarkus)
[[vehicle-routing]]
=== Vehicle Routing
Find the most efficient routes for a fleet of vehicles.
image::build/quickstarts-showcase/src/main/resources/META-INF/resources/screenshot/quarkus-vehicle-routing-screenshot.png[]
* link:use-cases/vehicle-routing/README.adoc[Run quarkus-vehicle-routing] (Java, Maven, Quarkus)
[[optaplanner-examples]]
=== OptaPlanner examples (desktop)
Many examples in desktop technology.
image::build/quickstarts-showcase/src/main/resources/META-INF/resources/screenshot/optaplanner-examples-screenshot.png[]
* https://www.optaplanner.org/download/download.html[Download]
== More information
Learn more on https://www.optaplanner.org/[www.optaplanner.org].