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Agent-based Modeling Level 2
How to build a model from the ground up? Can you understand economics or biology or political science or business or even management by using agent-based modeling? This course will help you to get the answers. You will explore how to use agent-based modeling to understand and examine a disparate set of complex problems. During the course, you will explore what kinds of systems are amenable to complex systems analysis and understand the results of a model using the NetLogo programming language.
Assessment
This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.
Certification
Edukite courses are free to study. To successfully complete a course you must submit all the assignment of the course as part of the assessment. Upon successful completion of a course, you can choose to make your achievement formal by obtaining your Certificate at a cost of £49.
Having an Official Edukite Certification is a great way to celebrate and share your success. You can:
- Add the certificate to your CV or resume and brighten up your career
- Show it to prove your success
Course Credit: Santa Fe Institute via Complexity Explorer
Course Curriculum
| Introduction to Agent-based Modeling | |||
| Introduction to Agent-based Modeling Teaser Video 2017 | 00:04:00 | ||
| abm 1 1 intro | 00:05:00 | ||
| abm 1 1 2017 Intro | 00:07:00 | ||
| abm 1 1 three rules | 00:06:00 | ||
| abm 1 1 uri | 00:15:00 | ||
| abm 1 2 structure | 00:03:00 | ||
| abm 1 2 assignments | 00:05:00 | ||
| What is ABM? | 00:05:00 | ||
| How do you build agent-based models? | 00:06:00 | ||
| The Fire Model | 00:08:00 | ||
| Simple Traffic Model | 00:05:00 | ||
| Schelling’s Tipping Model | 00:09:00 | ||
| abm 1 5 network | 00:06:00 | ||
| abm 1 5 spatial | 00:07:00 | ||
| abm 1 6 complexity | 00:08:00 | ||
| abm 1 6 terms | 00:11:00 | ||
| abm 1 7 representation | 00:03:00 | ||
| abm 1 7 thirdway | 00:00:00 | ||
| abm 1 8 when 1 | 00:05:00 | ||
| abm 1 8 when 2 | 00:06:00 | ||
| abm1 9 comparison | 00:07:00 | ||
| abm 1 9 limitations resistance | 00:06:00 | ||
| abm 1 10 what 1 | 00:04:00 | ||
| abm 1 10 what 2 | 00:05:00 | ||
| abm 1 11 end | 00:02:00 | ||
| Introduction to Agent-Based Modeling – Summer 2017 – Week 1 | 00:10:00 | ||
| Introduction to Agent-Based Modeling – Summer 2017 – Week 2 | 00:20:00 | ||
| The Interface Tab | 00:08:00 | ||
| The Info Tab | 00:06:00 | ||
| Turtles, Part 1 | 00:06:00 | ||
| Turtles, Part 2 | 00:02:00 | ||
| Patches and Links | 00:06:00 | ||
| Code Tab | 00:07:00 | ||
| Properties, Ticks, and Control | 00:05:00 | ||
| abm 2 4 heroes 1 | 00:09:00 | ||
| abm 2 4 heroes 2 | 00:08:00 | ||
| abm 2 5 extending | 00:05:00 | ||
| abm 2 5 doc random | 00:10:00 | ||
| abm 2 6 wrapup | 00:02:00 | ||
| The agent-based model on the Ache | 00:08:00 | ||
| Introduction to Agent-Based Modeling – Summer 2017 – Week 3 | 00:37:00 | ||
| abm 3 1 elfarol intro | 00:06:00 | ||
| abm 3 1 elfarol netlogo | 00:06:00 | ||
| abm 3 2 success | 00:08:00 | ||
| abm 3 2 visualize | 00:09:00 | ||
| abm 3 3 monitors | 00:05:00 | ||
| abm 3 3 plotting | 00:07:00 | ||
| abm 3 4 distribution | 00:03:00 | ||
| abm 3 4 histogram | 00:04:00 | ||
| abm 3 5 ml+abm | 00:04:00 | ||
| abm 3 5 advanced elfarol | 00:10:00 | ||
| abm 3 6 wrapup | 00:02:00 | ||
| Introduction to Agent-Based Modeling – Summer 2017 – Week 4 | 00:09:00 | ||
| abm 4 1 model creation | 00:07:00 | ||
| abm 4 1 model design | 00:08:00 | ||
| abm 4 2 seven choices 1 | 00:06:00 | ||
| abm 4 2 seven choices 2 | 00:04:00 | ||
| abm 4 3 intro | 00:05:00 | ||
| abm 4 3 first | 00:09:00 | ||
| abm 4 3 second | 00:09:00 | ||
| abm 4 3 third | 00:04:00 | ||
| Introduction to Agent-Based Modeling – Summer 2017 – Week 5 | 00:34:00 | ||
| abm 4 4 fourth | 00:09:00 | ||
| abm 4 4 fifth | 00:07:00 | ||
| abm 4 4 sixth | 00:18:00 | ||
| abm 4 5 analyzing 1 | 00:06:00 | ||
| abm 4 5 seventh 1 | 00:06:00 | ||
| abm 4 5 analyzing 2 | 00:12:00 | ||
| abm 4 5 seventh 2 | 00:12:00 | ||
| abm 4 6 wrapup | 00:09:00 | ||
| abm 4 6 schelling 1 | 00:17:00 | ||
| abm 4 6 schelling 2 | 00:09:00 | ||
| Introduction to Agent-Based Modeling – Summer 2017 – Week 6 | 00:35:00 | ||
| abm 5 1 components | 00:04:00 | ||
| Collections of Agents | 00:13:00 | ||
| abm 5 2 granularity and other types of agents | 00:08:00 | ||
| abm 5 2 cognition 1 | 00:09:00 | ||
| abm 5 2 cognition 2 | 00:14:00 | ||
| abm 5 3 network environments | 00:12:00 | ||
| abm 5 4 3D and GIS | 00:08:00 | ||
| abm 5 4 interactions | 00:08:00 | ||
| abm 5 5 scheduling | 00:08:00 | ||
| abm 5 5 interface and visualization | 00:07:00 | ||
| abm 5 6 surveys | 00:07:00 | ||
| abm 5 6 wrapup | 00:01:00 | ||
| Introduction to Agent-Based Modeling – Summer 2017 – Week 7 | 00:46:00 | ||
| abm 6 1 spread of disease | 00:06:00 | ||
| abm 6 1 initial investigations | 00:03:00 | ||
| abm 6 2 behaviorspace | 00:00:00 | ||
| abm 6 2 summary statistics | 00:11:00 | ||
| abm 6 3 summary graph | 00:07:00 | ||
| abm 6 3 timeseries graph | 00:12:00 | ||
| abm 6 4 environmental | 00:05:00 | ||
| abm 6 4 networks | 00:05:00 | ||
| abm 6 5 multivariate | 00:10:00 | ||
| abm 6 5 3D + regression | 00:06:00 | ||
| abm 6 6 wrapup | 00:02:00 | ||
| Introduction to Agent-Based Modeling – Summer 2017 – Week 8 | 00:59:00 | ||
| abm 7 1 intro | 00:06:00 | ||
| abm 7 1 describing | 00:03:00 | ||
| abm 7 2 testing | 00:09:00 | ||
| abm 7 2 benefits | 00:03:00 | ||
| abm 7 3 intro | 00:03:00 | ||
| abm 7 3 rigor | 00:06:00 | ||
| Introduction to Agent-Based Modeling – Summer 2017 – Week 9 | 00:58:00 | ||
| abm 7 4 calibration | 00:14:00 | ||
| abm 7 4 stochasticity | 00:06:00 | ||
| abm 7 5 intro | 00:04:00 | ||
| abm 7 5 publication | 00:05:00 | ||
| abm 7 6 wrapup | 00:01:00 | ||
| abm 8 1 history | 00:12:00 | ||
| abm 8 1 life | 00:05:00 | ||
| abm 8 2 holland | 00:10:00 | ||
| abm 8 2 ga | 00:04:00 | ||
| abm 8 3 logo | 00:07:00 | ||
| abm 8 3 curricular | 00:04:00 | ||
| abm 8 4 history | 00:07:00 | ||
| abm 8 4 ants | 00:05:00 | ||
| abm 8 5 parallelism | 00:11:00 | ||
| abm 8 5 particles | 00:09:00 | ||
| abm 8 6 wrapup | 00:02:00 | ||
| abm 9 1 csm | 00:07:00 | ||
| abm 9 1 individual | 00:06:00 | ||
| abm 9 1 hightide | 00:08:00 | ||
| abm 9 2 spectrum+iterative | 00:09:00 | ||
| abm 9 2 uses | 00:05:00 | ||
| Introduction to Agent-Based Modeling – Summer 2017 – Week 11 | 00:41:00 | ||
| Introduction to Agent-Based Modeling – Summer 2017 – Week 12 | 00:00:00 | ||
| abm 9 3 anonymous+run | 00:12:00 | ||
| abm 9 3 map+reduce | 00:11:00 | ||
| abm 9 4 partsim | 00:11:00 | ||
| abm 9 4 sdm | 00:07:00 | ||
| abm 9 5 extensions | 00:01:00 | ||
| abm 9 5 network | 00:05:00 | ||
| abm 9 5 gis | 00:07:00 | ||
| abm 9 5 levelspace | 00:06:00 | ||
| abm 9 6 wrapup+future | 00:06:00 | ||
| abm 9 5 levelspace | 00:06:00 | ||
| Introduction to Agent-Based Modeling – Summer 2017 – Week 13 | 00:31:00 | ||
| Introduction to Agent-Based Modeling – Summer 2017 – Week 14 | 00:27:00 | ||
| Assessment | |||
| Submit Your Assignment | 00:00:00 | ||
| Certification | 00:00:00 | ||
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