OptaPlanner Schulungen

OptaPlanner Schulungen

OptaPlanner - constraint satisfaction solver courses

OptaPlanner Schulungsübersicht

ID Name Dauer Übersicht
148144 OptaPlanner in Practice 21 hours Planner Einführung Was ist OptaPlanner? Was bedeutet es ein Problem zu planen? Cases und Beispiele nutzen 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 Konfiguration Überblick Solver Konfiguration Nutzen von Solver Score calculation Score terminology Auswahl einer Score Definition Kalkulieren des Score Score calculation performance tricks Nutzen des Score calculation außerhalb des Solver Optimierung von Algorithmen Die optimale Lösung mit Planner? Architecture Überblick Optimierung von Algorithmen Überblick Welche optimization algorithms sollte ich nutzen? SolverPhase Scope Überblick Termination SolverEventListener Custom SolverPhase Move und neighborhood selection Move und neighborhood Einführung 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 und tweaking Finden der besten Solver Konfiguration Benchmark Benchmark report Summary statistics Statistics per dataset (graph and CSV) Advanced benchmarking Repeated planning Einführung in repeated planning Backup planning Continuous planning (windowed planning) Real-time planning (event based planning) Drools Kurze Einführung in Drools Score Function in Drools Integration Überblick Persistent storage SOA und ESB

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