Showing posts with label adaptive network design. Show all posts
Showing posts with label adaptive network design. Show all posts

Friday, May 14, 2010

Impressions of Network Science at NetSci2010





The NetSci2010 conference, at the Media Lab at MIT, which took place May 12-14, 2010, was a very enjoyable experience for several reasons. I had the opportunity to take one of my doctoral students, Min Yu, to her first professional conference in the US. The paper that I presented, "Supply Chain Network Design for Critical Needs with Outsourcing," was based on our joint work with Dr. Patrick Qiang, and it had been, just this past week, accepted for publication in Papers in Regional Science. It was refreshing to see her excitement and enjoyment of the talks and her enjoyment in meeting various speakers. What really pleased me a lot was that we had, over the past several years, hosted several of the organizers and invited speakers in our Speaker Series in Operations Research / Management Sciences at UMass Amherst. It was terrific to see, once again, Professor Barabasi, Professor Alex "Sandy" Pentland, Professor Asu Ozdaglar, and, albeit, just briefly, Professor David Lazer.

The talks were wide-ranging (from mobile phones, to the diffusion of ideas via Facebook, to supply markets and financial markets and volatility, to honest signals, organizations, and productivity, among others) and there was an appreciation for discussions. Also, there were poster sessions. We even met a few members of the operations research community.

Quite a few of the talks were on data-driven topics, whereas our talk focused on optimization and network design, and redesign with an emphasis on critical needs products, such as vaccines, medicines, and food and water supplies for humanitarian operations in the case of disasters.

We were delighted to come across Professor Rae Zimmerman of NYU, who works on network vulnerability, climate science, and cybersecurity at the conference and got a chance to reflect with her even on regional science. We also spoke with Professor Satish Ukkusuri of Purdue University. Given the contributions to networks from the operations research community going back to the 1940s, it is important that that scientific literature, whose applications have impacted transportation, telecommunications, finance, and even supply chains, both in theory and practice, be represented, in the newer "network science" literature.

Wednesday, January 27, 2010

Adaptive Network Design, Biology, Railroads, and Operations Research

What can biology teach us about adaptive network design? That is the question underlying an article in The New York Times that is reporting on the paper published in Science by Tero, Takagi, and co-authors, entitled, Rules for Biologically Inspired Adaptive Network Design. The article appears in the January 22, 2010 edition of Science, pp. 439-442. The Times article with the catchy title, Slime Mold Proves to be a Brainy Blob, intrigued me so I also read the scientific article that it was based on.

Interestingly, the researchers, based in Japan and England, used amoeba to "reproduce" the rail network of Tokyo and also developed a basic mathematical model for adaptive network design.

They, however, do not cite any literature prior to 1996 and, coincidentally, as I have been writing in this blog, Northwestern University is hosting a Symposium on Transportation Network Design and Economics this coming Friday to mark the visit of Professor Martin Beckmann who co-authored a landmark book on transportation, which discussed decentralized versus centralized behavior, with mathematical models, in 1956!

Nevertheless, I was pleased to see that the authors of the Science article cited (as their earliest reference) a paper published in 1996 in the International Transactions in Operational Research (ITOR), which I am on the editorial board of, and which is now edited by Celso Ribeiro of Brazil. That article, Heuristics from Nature for Hard Combinatorial Optimization Problems, was authored by Colorni, Dorigo, and others, who are based in Italy.

Interestingly, the ecology community, led by Mullon and colleagues in France, which is also part of the biology community, is now also applying concepts of network equilibrium from operations research and economics, as their work on (with special relevance to fisheries) demonstrates. Indeed, my Network Economics book has inspired, in part, their work and they acknowledge accordingly.