Petros Koumoutsakos: Artificial and natural optimization | IACS Distinguished Lecturer скачать в хорошем качестве

Petros Koumoutsakos: Artificial and natural optimization | IACS Distinguished Lecturer

Petros Koumoutsakos Herbert S. Winokur, Jr. Professor of Engineering and Applied Sciences Area Chair for Applied Mathematics Full talk title: Angels and insects: On artificial and natural optimization ABSTRACT: What are the working methods of nature and how do they differ from those of engineers? Technical solutions that are reminiscent of nature can be found in airplane wings, in velcro bindings and in microbots such as artificial bacterial flagella. However nature’s designs are soft and fuzzy, and are ephemeral, whereas engineers often opt for structures that outlast them. Koumoutsakos will argue for the path that bridges nature’s ways with those of engineers. This path calls for adapting natural algorithms of evolutions and learning in design principles for engineering constructs. Koumoutsakos will show how advances in computing have provided a boost in these efforts in the last decade and outline learning and optimization algorithms that aim to harness these capabilities for scientific applications.