OptaPlanner Training in Plymouth

OptaPlanner Training in Plymouth

OptaPlanner - constraint satisfaction solver courses

Plymouth Drake Circus

Regus Drake Circus
Unit MSU9A, Level 1 1 Charles Street
Plymouth PL1 1EA
United Kingdom
GB
Plymouth Drake Circus
Business travellers now have somewhere to work and meet while on the go – walk-in workspace at Drake Circus shopping centre in Plymouth. Our business lounge...Read more

OptaPlanner Course Events - Plymouth

Code Name Venue Duration Course Date PHP Course Price [Remote / Classroom]
optaprac OptaPlanner in Practice Plymouth Drake Circus 21 hours Tue, 2018-02-06 09:30 £3900 / £4350
optaprac OptaPlanner in Practice Plymouth Drake Circus 21 hours Mon, 2018-04-09 09:30 £3900 / £4350
optaprac OptaPlanner in Practice Plymouth Drake Circus 21 hours Wed, 2018-06-06 09:30 £3900 / £4350

Course Outlines

Code Name Duration Outline
optaprac OptaPlanner in Practice 21 hours

This course uses a practical approach to teaching OptaPlanner. It provides participants with the tools needed to perform the basic functions of this tool.

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

Other regions

OptaPlanner training courses in Plymouth, Weekend OptaPlanner courses in Plymouth, Evening OptaPlanner training in Plymouth, OptaPlanner instructor-led in Plymouth , OptaPlanner classes in Plymouth, Evening OptaPlanner courses in Plymouth, OptaPlanner boot camp in Plymouth, OptaPlanner instructor in Plymouth, OptaPlanner one on one training in Plymouth, OptaPlanner trainer in Plymouth,Weekend OptaPlanner training in Plymouth, OptaPlanner instructor-led in Plymouth, OptaPlanner private courses in Plymouth, OptaPlanner on-site in Plymouth

Course Discounts

Course Discounts Newsletter

We respect the privacy of your email address. We will not pass on or sell your address to others.
You can always change your preferences or unsubscribe completely.

Some of our clients