OptaPlanner in Practice Training Course

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Course Language

This course is delivered in Polish or English.

Course Code

optaprac

Duration Duration

21 hours (usually 3 days including breaks)

Course Outline Course Outline

Planner introduction

  • What is OptaPlanner?
  • What is a planning problem?
  • Use Cases and examples

Bin Packaging Problem Example

  • Problem statement
  • Problem size
  • Domain model diagram
  • Main method
  • Solver configuration
  • Domain model implementation
  • Score configuration

Travelling Salesman Problem (TSP)

  • Problem statement
  • Problem size
  • Domain model
  • Main method
  • Chaining
  • Solver configuration
  • Domain model implementation
  • Score configuration

Planner configuration

  • Overview
  • Solver configuration
  • Model your planning problem
  • Use the Solver

Score calculation

  • Score terminology
  • Choose a Score definition
  • Calculate the Score
  • Score calculation performance tricks
  • Reusing the Score calculation outside the Solver

Optimization algorithms

  • Search space size in the real world
  • Does Planner find the optimal solution?
  • Architecture overview
  • Optimization algorithms overview
  • Which optimization algorithms should I use?
  • SolverPhase
  • Scope overview
  • Termination
  • SolverEventListener
  • Custom SolverPhase

Move and neighborhood selection

  • Move and neighborhood introduction
  • Generic Move Selectors
  • Combining multiple MoveSelectors
  • EntitySelector
  • ValueSelector
  • General Selector features
  • Custom moves

Construction heuristics

  • First Fit
  • Best Fit
  • Advanced Greedy Fit
  • Cheapest insertion
  • Regret insertion

Local search

  • Local Search concepts
  • Hill Climbing (Simple Local Search)
  • Tabu Search
  • Simulated Annealing
  • Late Acceptance
  • Step counting hill climbing
  • Late Simulated Annealing (experimental)
  • Using a custom Termination, MoveSelector, EntitySelector, ValueSelector or Acceptor

Evolutionary algorithms

  • Evolutionary Strategies
  • Genetic Algorithms

Hyperheuristics

Exact methods

  • Brute Force
  • Depth-first Search

Benchmarking and tweaking

  • Finding the best Solver configuration
  • Doing a benchmark
  • Benchmark report
  • Summary statistics
  • Statistics per dataset (graph and CSV)
  • Advanced benchmarking

Repeated planning

  • Introduction to repeated planning
  • Backup planning
  • Continuous planning (windowed planning)
  • Real-time planning (event based planning)

Drools

  • Short introduction to Drools
  • Writing Score Function in Drools

Integration

  • Overview
  • Persistent storage
  • SOA and ESB
  • Other environment

Guaranteed to run even with a single delegate!
Public Classroom Public Classroom
Participants from multiple organisations. Topics usually cannot be customised
From 7376PLN
(75)
Private Classroom Private Classroom
Participants are from one organisation only. No external participants are allowed. Usually customised to a specific group, course topics are agreed between the client and the trainer.
From 7376PLN
Request quote
Private Remote Private Remote
The instructor and the participants are in two different physical locations and communicate via the Internet
From 22360PLN
Request quote

The more delegates, the greater the savings per delegate. Table reflects price per delegate and is used for illustration purposes only, actual prices may differ.

Number of Delegates Public Classroom Private Classroom Private Remote
1 7376PLN 7376PLN 22360PLN
2 5663PLN 5663PLN 13155PLN
3 5092PLN 5092PLN 10087PLN
4 4807PLN 4807PLN 8553PLN
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Course Discounts

Course Venue Course Date Course Price [Remote/Classroom]
Administracja serwerem Apache Tomcat Kraków, ul. Rzemieślnicza 1 Mon, 2016-10-03 09:00 2344PLN / 1736PLN
Introduction to Linux Poznan, Garbary 100/63 Tue, 2016-10-04 09:00 1640PLN / 1100PLN
Programming in Scala Poznan, Garbary 100/63 Tue, 2016-10-04 09:00 3479PLN / 2114PLN
Web Application Development in PHP Szczecin, ul. Małopolska 23 Tue, 2016-10-04 09:00 2688PLN / 2081PLN
Visual Basic for Applications (VBA) in Excel - Introduction to programming Warszawa, ul. Złota 3/11 Tue, 2016-10-04 09:00 1941PLN / 1504PLN
Docker for Developers and System Administrators Gdańsk, ul. Powstańców Warszawskich 45 Wed, 2016-10-05 09:00 2507PLN / 1963PLN
Adobe InDesign Lublin, ul. Spadochroniarzy 9 Wed, 2016-10-05 09:00 1220PLN / 1144PLN
ITIL® Foundation Certificate in IT Service Management Warszawa, ul. Złota 3/11 Mon, 2016-10-10 09:00 2639PLN / 2076PLN
Visual Basic for Applications (VBA) in Excel - Advanced Wroclaw, ul.Ludwika Rydygiera 2a/22 Mon, 2016-10-10 09:00 1689PLN / 1296PLN
Market Forecasting Poznan, Garbary 100/63 Thu, 2016-10-13 09:00 2936PLN / 2112PLN
ITIL® Foundation Certificate in IT Service Management Łódź, ul. Tatrzańska 11 Mon, 2016-10-17 09:00 2639PLN / 2160PLN
Excel and VBA Programming for Audit and Finance Professionals Katowice ul. Opolska 22 Mon, 2016-10-17 09:00 1941PLN / 1682PLN
Effective working with spreadsheet in Excel Rzeszów, Plac Wolności 13 Tue, 2016-10-18 09:00 598PLN / 737PLN
Market Forecasting Warszawa, ul. Złota 3/11 Wed, 2016-10-19 09:00 2936PLN / 2112PLN
ITIL® Foundation Certificate in IT Service Management Szczecin, ul. Małopolska 23 Wed, 2016-10-19 09:00 2639PLN / 2134PLN
Podstawy inżynierii wymagań i analizy Gliwice ul. Karola Marksa 11 Thu, 2016-10-20 09:00 2735PLN / 1967PLN
ITIL® Foundation Certificate in IT Service Management Zielona Góra, ul. Reja 6 Mon, 2016-10-24 09:00 2639PLN / 2118PLN
Apache Tomcat and Java EE Administration Warszawa, ul. Złota 3/11 Mon, 2016-10-24 09:00 2344PLN / 1555PLN
Building Web Apps using the MEAN stack Kraków, ul. Rzemieślnicza 1 Mon, 2016-10-24 09:00 5538PLN / 3550PLN
A Practical Guide to Successful Pricing Strategies Poznan, Garbary 100/63 Wed, 2016-10-26 09:00 1427PLN / 1093PLN
Creating and delivering presentations in Power Point (social skills workshop) Poznan, Garbary 100/63 Thu, 2016-10-27 09:00 1572PLN / 1121PLN
Agile Project Management with Scrum Kraków, ul. Rzemieślnicza 1 Wed, 2016-11-02 09:00 1746PLN / 1449PLN
Adobe InDesign Lublin, ul. Spadochroniarzy 9 Mon, 2016-11-07 09:00 1220PLN / 1144PLN
Agile Project Management with Scrum Poznan, Garbary 100/63 Mon, 2016-11-07 09:00 1746PLN / 1315PLN
Administration of Linux System Olsztyn, ul. Kajki 3/1 Tue, 2016-11-08 09:00 1940PLN / 1509PLN
SQL Fundamentals Warszawa, ul. Złota 3/11 Wed, 2016-11-09 09:00 1358PLN / 853PLN
Excel For Statistical Data Analysis Warszawa, ul. Złota 3/11 Mon, 2016-11-14 09:00 1343PLN / 1031PLN
Visual Basic for Applications (VBA) in Excel - Advanced Białystok, ul. Malmeda 1 Mon, 2016-11-14 09:00 1689PLN / 1413PLN
Python Programming Szczecin, ul. Małopolska 23 Tue, 2016-11-15 09:00 5540PLN / 3738PLN
Creating and managing Web sites Kraków, ul. Rzemieślnicza 1 Mon, 2016-11-21 09:00 3410PLN / 2836PLN
Graphic techniques (Adobe Photoshop, Adobe Illustrator) Wroclaw, ul.Ludwika Rydygiera 2a/22 Tue, 2016-12-06 09:00 1963PLN / 1470PLN

Upcoming Courses

VenueCourse DateCourse Price [Remote/Classroom]
Kielce, ul. Warszawska 19Tue, 2016-10-18 09:008553PLN / 4980PLN
Toruń, ul. Żeglarska 10/14Tue, 2016-10-18 09:008553PLN / 4922PLN
Bydgoszcz, ul. Dworcowa 94Tue, 2016-10-18 09:008553PLN / 4889PLN
Poznan, Garbary 100/63Mon, 2016-10-24 09:008553PLN / 4839PLN
Częstochowa, ul. Wały Dwernickiego 117/121Tue, 2016-10-25 09:008553PLN / 4980PLN

Some of our clients