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OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.
artificial-intelligence
constraint-solver
gradle
java
kotlin
mathematical-optimization
maven
operations-research
optimization-algorithms
quarkus
solver
spring-boot
- Java 67.2%
- JavaScript 18.9%
- HTML 7.8%
- Kotlin 3.5%
- Shell 1.9%
- Other 0.7%
| Filename | Latest commit message | Latest commit date |
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| .ci | ||
| .github | ||
| build | ||
| hello-world | ||
| technology | ||
| use-cases | ||
| .gitattributes | ||
| .gitignore | ||
| LICENSE.txt | ||
| pom.xml | ||
| README.adoc | ||
| runQuickstartsFromSource.bat | ||
| runQuickstartsFromSource.sh | ||
= OptaPlanner Quickstarts == Overview of all Quickstarts |=== |Use case quickstarts |Technology quickstarts a|* <<school-timetabling, School timetabling>> * <<facility-location, Facility location problem>> * <<maintenance-scheduling, Maintenance scheduling>> * <<call-center, Call center>> * <<vaccination-scheduling, Vaccination scheduling>> * <<order-picking, Order Picking>> * <<employee-scheduling, Employee Scheduling>> * <<vehicle-routing, Vehicle Routing>> 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) 2+a|* <<optaplanner-examples, OptaPlanner examples (desktop)>> |=== == 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].