Approximation Algorithms and the Hardness of Approximation (14w5051)


(University of Illinois, Urbana-Champaign)

(University of Waterloo)

(Carnegie Mellon University)

(University of Alberta)

(Cornell University)


The Banff International Research Station will host the "Approximation Algorithms and the Hardness of Approximation" workshop from August 3rd to August 8th, 2014.

Most of the many discrete optimization problems arising in the
sciences, engineering, and mathematics are NP-hard, that is, there
exist no efficient algorithms to solve them to optimality, assuming the
P.not.=NP conjecture. The area of approximation algorithms focuses on
the design and analysis of efficient algorithms that find solutions
that are within a guaranteed factor of the optimal one. Loosely
speaking, in the context of studying algorithmic problems, an
approximation guarantee captures the ``goodness" of an algorithm -- for
every possible set of input data for the problem, the algorithm finds a
solution whose cost is within this factor of the optimal cost. A
hardness threshold indicates the ``badness" of the algorithmic problem
-- no efficient algorithm can achieve an approximation guarantee betterthan the hardness threshold assuming that P.not.=NP. Over the last two
decades, there have been major advances on the design and analysis of
approximation algorithms, and on the complementary topic of the
hardness of approximation.

The goal of the workshop is to focus on a few key topics that could
lead to deep new results in the areas of approximation algorithms,
combinatorial optimization, hardness of approximation, and proof
complexity. Some of the focus topics are:
- the Traveling Salesman Problem (TSP),
- the Disjoint Paths Problem, and
- the Unique Games Conjecture.

The Banff International Research Station for Mathematical Innovation and Discovery (BIRS) is a collaborative Canada-US-Mexico venture that provides an environment for creative interaction as well as the exchange of ideas, knowledge, and methods within the Mathematical Sciences, with related disciplines and with industry. The research station is located at The Banff Centre in Alberta and is supported by Canada's Natural Science and Engineering Research Council (NSERC), the U.S. National Science Foundation (NSF), Alberta's Advanced Education and Technology, and Mexico's Consejo Nacional de Ciencia y Tecnología (CONACYT).