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Content archived on 2024-06-18

Optimization Problems on Geometric Range Spaces

Objective

Computational geometry is a subfield of theoretical computer science devoted to the design and
implementation of geometric algorithms, as well as to their analysis, and to the combinatorial
structure that they manipulate. In particular, computational geometry encompasses a diversity of
optimization problems. It is often infeasible in practice to find the optimal solution of a geometric optimization problem. This is because the optimum might typically be hard to compute. This suggests that instead of insisting on computing the exact solution for optimization problems, one should be satisfied with a possibly suboptimal solution that approximates the optimum reasonably well.

The goal of this proposal is to consider optimization problems involving geometric objects in low dimensions, and design efficient algorithms that guarantee a good approximation for their solutions. Such problems have been well studied in abstract settings (that is, when the objects are abstract and no geometric properties are known), but their geometric variants have received much less attention, and the solutions to most of these problems have still remained elusive.

This project suggests an interdisciplinary challenge. On the theoretical front, it aims to develop a set of mathematical tools taken from discrete geometry, such as geometric arrangements and epsilon nets, which exploit the geometric structure of the given setting. In fact, such tools can be exploited on a broader set of problems, and lie beyond the scope of the problems presented in this proposal. On the applied front, this problems have applications to other disciplines as sensor networking, computer graphics, geographic information systems, machine learning and more. In fact, the PI is collaborating with researchers from sensor networking and learning where she applies such mathematical tools in order to solve problems from the real world.

Fields of science (EuroSciVoc)

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Topic(s)

Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.

Call for proposal

Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.

FP7-PEOPLE-2012-CIG
See other projects for this call

Funding Scheme

Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.

MC-CIG - Support for training and career development of researcher (CIG)

Coordinator

TEL AVIV UNIVERSITY
EU contribution
€ 100 000,00
Total cost

The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.

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