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A Class of Co-Design Problems With Cyclic Constraints and Their Solution
- Source :
- IEEE Robotics and Automation Letters. 2:96-103
- Publication Year :
- 2017
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2017.
-
Abstract
- Co-design problems in the field of robotics involve the tradeoff of “resources” usage, such as cost, execution time, and energy, with mission performance, under recursive constraints that involve energetics, mechanics, computation, and communication. This letter shows that a large class of codesign problems have a common structure, as they are described by two posets, representing functionality, and resources. The codesign constraints can be expressed as two maps in opposite directions between the two posets. Finding the most resource-economical feasible solution is equivalent to finding the least fixed point of the composition of those two maps. If the two maps are monotone, results from order theory allow concluding uniqueness and systematically deriving an optimal design or a certificate for infeasibility.
- Subjects :
- 020301 aerospace & aeronautics
0209 industrial biotechnology
Mathematical optimization
Class (set theory)
Control and Optimization
business.industry
Computer science
Mechanical Engineering
Computation
Biomedical Engineering
Structure (category theory)
Robotics
02 engineering and technology
Field (computer science)
Computer Science Applications
Human-Computer Interaction
Least fixed point
020901 industrial engineering & automation
Monotone polygon
0203 mechanical engineering
Artificial Intelligence
Control and Systems Engineering
Computer Vision and Pattern Recognition
Artificial intelligence
business
Subjects
Details
- ISSN :
- 23773774
- Volume :
- 2
- Database :
- OpenAIRE
- Journal :
- IEEE Robotics and Automation Letters
- Accession number :
- edsair.doi...........e40764d1dd19d67385a498358cebeddb
- Full Text :
- https://doi.org/10.1109/lra.2016.2535127