NIPS96 optimization workshop
Arun Jagota
jagota at cse.ucsc.edu
Fri Nov 8 21:08:02 EST 1996
This is an announcement and call for participation. Those interested
in the topic and wishing to contribute a half-hour talk (some slots are
open) may e-mail me a title and brief abstract. Or stop by at the venue
and participate in other ways.
Arun Jagota
Nature Inspired Algorithms for Combinatorial Optimization
NIPS*96 Postconference Workshop
December 7, Saturday, 1996, Snowmass, Colorado
7:30-10:30 AM, 4-7 PM
Organizer: Arun Jagota, jagota at cse.ucsc.edu
The 1980s was a decade of intense activity in the application of nature
inspired methods for the approximate solution of difficult combinatorial
optimization problems. Many such problems are NP-hard, yet need to be
solved (at least approximately) in real-world applications. This workshop
will discuss the application of four nature inspired paradigms to
combinatorial optimization: neural nets, evolutionary computing, methods
rooted in physics, and DNA biocomputing. The workshop will consist of talks
and discussions. The talks will present snap-shots of the state-of-the-art
in these areas; the discussions will focus on common themes and differences
across them.
FORMAT: Eight 30 minute talks; two 60 minute discussions. Some elasticity
possible.
One of the discussions is intended to focus on conceptual comparisons:
common themes, differences, relative strengths and weaknesses. The other
discussion on benchmarks to facilitate cross-paradigm comparisons.
SPEAKERS:
Shumeet Baluja TBA
CMU
Jan van den Berg Physics-Based Neural Optimization Methods
Erasmus U, Rotterdam
Max Garzon The Reliability of DNA based Solutions to Optimization
U of Memphis
Arun Jagota Heuristic Primal-Target NN Methods on Some Hypergraph
UCSC Problems
Juergen Quittek Balancing Graph Mappings by Self-Organization
ICSI
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