projects
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projects [2015/08/26 21:55] – jarek | projects [2015/12/18 01:07] – Added Heny's project stevenc | ||
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====== Proposed Projects for Fall 2015 ====== | ====== Proposed Projects for Fall 2015 ====== | ||
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- | =====Clustering High-Dimensional Data Sets===== | + | ======Peer-to-Peer agent based applications in smart power grids====== |
- | **Supervisor: | + | **Supervisor: |
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+ | Multi-agent systems have been mentioned recently as a potential technology for several operational control objectives in smart power grids. The multi-agents technology allows the rapid and detailed creation of a system model and creates a robust framework for distributed control. The distributed control structure consists of components called control agents. These control agents try, through communication and negotiation with other control agents, to: 1) determine the current state of the system and/or subsystems and 2) make decisions (set their local actuators or communicate with other agents) in such a way that their own objectives are met as closely as possible and any constraints are satisfied. | ||
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+ | This project aims to implement formulated distributed constraint optimization (DCOP) in a multi-agent platform for two objectives in smart grids: 1) voltage regulation and 2) electricity market, | ||
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+ | The student should be a strong Java and MATLAB programmer. He should have prior knowledge about multi-agent platforms such as JADE. The work involves reading and understanding the formulated DCOP in smart grids and working with the supervisor and master/PhD student(s) to implement the developed algorithms and to measure the performance of the developed algorithm(s) in the multi-agent platform. | ||
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+ | For more information, | ||
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+ | Required Background: General CSE408x prerequisites | ||
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+ | ======Clustering High-Dimensional Data Sets====== | ||
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+ | **Supervisor: | ||
Clustering is a basic technique for analyzing data sets. Clustering is the process of grouping data points in a way that points within a group are | Clustering is a basic technique for analyzing data sets. Clustering is the process of grouping data points in a way that points within a group are | ||
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- | =====Metaheuristic-based Optimization techniques===== | + | ======Metaheuristic-based Optimization techniques====== |
- | **Supervisor: | + | **Supervisor: |
Optimization is a crucial step in many computational problems. For computational problems that seem (or are known to be) intractable, | Optimization is a crucial step in many computational problems. For computational problems that seem (or are known to be) intractable, | ||
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- | =====Data visualization in Skydive===== | + | ======Data visualization in Skydive====== |
- | **Supervisor: | + | **Supervisor: |
Skydive is a prototype system designed for database visualization using a concept of the so called | Skydive is a prototype system designed for database visualization using a concept of the so called | ||
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- | =====Genome-wide identification of plant micro RNAs===== | ||
+ | ======Genome-wide identification of plant micro RNAs====== | ||
- | **Supervisor: | + | |
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- | =====Dynamic Interface Detection and Control Project===== | ||
- | **Supervisor: | + | ======Dynamic Interface Detection and Control Project====== |
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====== DDoS Attack using Google-bots ====== | ====== DDoS Attack using Google-bots ====== | ||
- | **Supervisor**: Ntalija | + | **Supervisor:** Natalija |
**Recommended Background**: | **Recommended Background**: | ||
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====== Attentive Sensing for Better Two-Way Communication in Remote Learning Environments ====== | ====== Attentive Sensing for Better Two-Way Communication in Remote Learning Environments ====== | ||
projects.txt · Last modified: 2016/01/13 20:05 by stevenc