Advanced Self-organisation of Social Systems
Prof. Charlotte Hemelrijk (BESO, RUG)
Aim of the course
Obtaining insight (with the help of computer models) in the emergence by selforganisation of collective behaviour and social organisation.
Knowledge to be acquired: models of selforganisation, cognition and social systems. The participant gains sufficient subject specific knowledge so he/she:
a) can explain social systems in terms of emergence and selforganisation
b) can develop his/her own hypotheses in terms of emergence and selforganisation for new systems
c) can critically review primary literature from the perspective of selforganisation.
Skills to be acquired: spatially explicit modelling, understanding patterns of selforganisation, independent usage of Netlogo. The participant can apply the gained knowledge in a modeling experiment so he/she:
a) can independently translate hypotheses in modeling experiments
b) can statistically analyze results of these models with appropriate statistical tests and/or graphical representations
c) can independently use Netlogo
This course can be followed in combination with the course “Selforganization of ecological and social systems”. The course is also meant for students from other fields, e.g. those of artificial intelligence and sociology. Some programming experience is useful.
Contents & Structure
Processes of selforganisation occur at all levels of a system. For instance, in a group of individuals they take place at the level of the cognition of the individual, of its behaviour and of the behaviour of the group. Selforganisation implies that cognitively simple rules at the level of the individual (the so-called micro-level) may lead to complex behaviour at a higher level (the macro-level). The emergence of patterns in a computer model often leads to unexpected new insights, for, the other way around, it is impossible to discover the behavioural rules that operate at a lower level by observing the complex behaviour at a higher level. In this course models of selforganisation of the following social phenomena will be treated: swarming by fish and birds, with and without attacks by predators; grouping and foraging behaviour by social insects and primates; nest building by insects, task division in insects; social learning and behaviour of fish and corvids; social structure (despotic and egalitarian), and cultural transmission in primates and humans.
The practical work closely follows the contents of the daily lectures. Students will use spreadsheets and the program Netlogo.
Individual-based models will be discussed and taught.
In the last part of the course, students work on a modelling project of their own or in small groups. They can work out their own ideas or choose from the projects that are offered. The work is to be rounded off in a report and presentation. There is the alternative possibility to do a literature study.
About two thirds of the course consists of lectures and practicals, the presentation of literature by each student and opposition of another paper. The remaining time is devoted to the modelling project, its development, analysis and its presentation or a literature study related to the course, and its presentation.
15 November 2016, Basic concepts, clustering of larvae, division of honey (Charlotte Hemelrijk)
16 November, Dominance interactions (Charlotte Hemelrijk)
22 November Netlogo programming practice day (Robin Mills)
23 November Diet traditions and cumulative cultural processes. (Charlotte Hemelrijk)
29 November Schools of fish, flocks of starlings and empirical data (Charlotte Hemelrijk)
30 November Predator attacks on flocks, evolution of swarming (Charlotte Hemelrijk)
6 December Preparations student presentations
7 December Student presentations of literature (09.00 - 17.00),
13 December Project starts and Talk James Herbert Read
14 December Projects
15 December Projects
16 December Projects
10 January Midterm discussions projects
17 January Projects
18 January Symposium: end presentations (09.00 - 17.00)
20 January Submit written report
22 January Students receive written feedback on text
23 January Submit last version of report (Midnight)
|Required knowledge & preparation||No prior knowledge or specific preparation is required.|
|Course material||The literature that is required for study is available on Nestor (the Electronic Learning Environment of the RuG) or will be made available through the RSEE office.|
|Course credits||5 ECTS|
|Location||Linnaeusborg, Zernike Campus, Groningen|
|Duration & date||
The course runs from 15 November 2016 until 18 January 2017. Two days (Wednesday and Thursday) a week from week 46 (15 November 2016), consisting of lectures in the morning and practicals in the afternoon. Individual projects are scheduled from week 2 (10 January 2014) till the end of the course and will be concluded with a report and presentation.
|Costs||Participation fee is €100 for all participating PhD students. Potential travelling costs are not included and are for the student.|
|Participants||The number of participants is limited to 24.|
|Registration||Master students: please register through the Ocasys portal
PhD students: please register by filling out the registration form.
|Laatst gewijzigd:||09 november 2016 14:55|