Difference between revisions of "Future Research Directions, PhD Topics"
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== Future Research Directions in Self-organizing and Complex Systems == | == Future Research Directions in Self-organizing and Complex Systems == | ||
* Emergence | * Emergence | ||
| + | * Social computing | ||
| + | ** monitoring and control of social systems | ||
| + | ** transportation systems | ||
| + | ** web of data/linked data | ||
| + | * Methodologies for design and control of S-O.S. | ||
| + | ** trust | ||
| + | ** vulnerability | ||
| + | ** validation/verification | ||
| + | ** multi-scale interactions | ||
| + | ** Related work: | ||
| + | *** Frei, R. and Di Marzo Serugendo, G. (2011). Advances in Complexity Engineering. To appear Int. J. of Bio-Inspired Computation. [http://www.reginafrei.ch/pdf/compl-eng-survey-v2.pdf] | ||
| + | *** Gershenson, C. (2007). Design and Control of Self-organizing Systems. CopIt ArXives, Mexico. TS0002EN. [http://scifunam.fisica.unam.mx/mir/copit/TS0002EN/TS0002EN.html] | ||
| + | |||
| + | * Software Engineering methodology (SE paradigm like the Evolutionary one to speed up design) | ||
| + | |||
| + | * Theoretical foundation of SOS (a sort of NP-completeness theory, to say for which problems the SO approach is better than the alternatives and waht wes hould expect from them) | ||
| + | |||
| + | * Macro-levels models (tools to understand what happens not only at the micro-level) | ||
| + | |||
| + | * Socio-technical systems | ||
| + | ** Systems including human and technical components both self-organizing | ||
| + | ** Use case: intelligent transportation in cities to reduce travel time, CO_2 emissions, etc. (public transport, vehicles, pedestrians) | ||
| + | ** Use case: intelligent waste management - collecting and recycling of goods/waste in an autonomous way | ||
| + | * Assistive cooperative systems | ||
| + | ** Systems assisting humans on-demand, autonomous assembly and sharing of components | ||
| + | ** Components may be robots, software, etc. | ||
== PhD topics == | == PhD topics == | ||
Latest revision as of 14:37, 14 July 2011
Future Research Directions in Self-organizing and Complex Systems
- Emergence
- Social computing
- monitoring and control of social systems
- transportation systems
- web of data/linked data
- Methodologies for design and control of S-O.S.
- trust
- vulnerability
- validation/verification
- multi-scale interactions
- Related work:
- Software Engineering methodology (SE paradigm like the Evolutionary one to speed up design)
- Theoretical foundation of SOS (a sort of NP-completeness theory, to say for which problems the SO approach is better than the alternatives and waht wes hould expect from them)
- Macro-levels models (tools to understand what happens not only at the micro-level)
- Socio-technical systems
- Systems including human and technical components both self-organizing
- Use case: intelligent transportation in cities to reduce travel time, CO_2 emissions, etc. (public transport, vehicles, pedestrians)
- Use case: intelligent waste management - collecting and recycling of goods/waste in an autonomous way
- Assistive cooperative systems
- Systems assisting humans on-demand, autonomous assembly and sharing of components
- Components may be robots, software, etc.
PhD topics
- A Methodology for Design and Control of S-O.S. with verification/validation
- Some S-O. transportation application
