Multi-Objective Optimisation with Genetic Algorithms (1.5 hrs)
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Intro
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01 | Introduction to Multi-Objective Optimisation with Genetic Algorithms
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02 | Download and Install Octopus for Grasshopper
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03 | Set Up Octopus for Rhino 8 (Fix Compatibility Issues)
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04 | Run a Multi-Objective Structural Optimisation Process (Octopus General Workflow)
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05 | Export Optimisation Data and Plot the Pareto-Front
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06 | Store and Rebuild Pareto-Front Solutions
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07 | Multi-Objective Optimisation with Multiple Solvers (Structural + Acoustic)
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08 | Run a Multi-Objective Acoustic Optimisation Process
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09 |Run an Optimisation Process with three Objectives
Information
| Primary software used | Grasshopper |
| Course | Multi-Objective Optimisation with Genetic Algorithms (1.5 hrs) |
| Primary subject | Analysis & simulation |
| Level | Advanced |
| Last updated | September 21, 2026 |
| Keywords |
Responsible
| Teacher | |
| Faculty |
Multi-Objective Optimisation with Genetic Algorithms (1.5 hrs) 0/9
Multi-Objective Optimisation with Genetic Algorithms (1.5 hrs)
This assignment extends optimisation methods to address multiple design objectives simultaneously. Students will explore trade-offs between competing performance criteria (e.g., structural, acoustic, and geometric objectives) using Multi-Objective Genetic Algorithms (MOGAs). The focus is on visualising and interpreting the evolution of the Pareto front and making informed decisions in the presence of performance trade-offs.
Tutorial Overview
Duration approx. 1.5 hrs.
The tutorial progressively covers:
- 01 | Introduction to Multi-Objective Optimisation with Genetic Algorithms
- 02 | Download and Install Octopus for Grasshopper
- 03 | Set Up Octopus for Rhino 8 (Fix Compatibility Issues)
- 04 | Run a Multi-Objective Structural Optimisation Process (Octopus General Workflow)
- 05 | Export Optimisation Data and Plot the Pareto-Front
- 06 | Store and Rebuild Pareto-Front Solutions
- 07 | Multi-Objective Optimisation with Multiple Solvers (Structural + Acoustic)
- 08 | Run a Multi-Objective Acoustic Optimisation Process
- 09 | Run an Optimisation Process with three Objectives
Multi-Objective Optimisation with Genetic Algorithms (1.5 hrs) 1/9
01 | Introduction to Multi-Objective Optimisation with Genetic Algorithms
Multi-Objective Optimisation with Genetic Algorithms (1.5 hrs) 2/9
02 | Download and Install Octopus for Grasshopper
Multi-Objective Optimisation with Genetic Algorithms (1.5 hrs) 3/9
03 | Set Up Octopus for Rhino 8 (Fix Compatibility Issues)
Multi-Objective Optimisation with Genetic Algorithms (1.5 hrs) 4/9
04 | Run a Multi-Objective Structural Optimisation Process (Octopus General Workflow)
Multi-Objective Optimisation with Genetic Algorithms (1.5 hrs) 5/9
05 | Export Optimisation Data and Plot the Pareto-Front
Multi-Objective Optimisation with Genetic Algorithms (1.5 hrs) 6/9
06 | Store and Rebuild Pareto-Front Solutions
Multi-Objective Optimisation with Genetic Algorithms (1.5 hrs) 7/9
07 | Multi-Objective Optimisation with Multiple Solvers (Structural + Acoustic)
Multi-Objective Optimisation with Genetic Algorithms (1.5 hrs) 8/9
08 | Run a Multi-Objective Acoustic Optimisation Process
Multi-Objective Optimisation with Genetic Algorithms (1.5 hrs) 9/9
09 |Run an Optimisation Process with three Objectives
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