Reactive Search S.r.l.

Reactive Search S.r.l. realizza servizi di consulenza per business intelligence, data mining e problem solving (identificazione di soluzione innovative e migliorative).

La competitività del nostro approccio è data da un'integrazione unica fra l'apprendimento automatico e l'ottimizzazione, allo scopo di facilitare l'interazione fra gli esperti del dominio ed i decision maker. Le decisioni ottimali si ottengono a partire dai dati (data-driven actionable insight).

I fondatori ed i collaboratori hanno più di vent'anni di esperienza in aree applicative molto diversificate, circa 6000 citazioni in articoli tecnici, 50 citazioni in brevetti internazionali.

Learning and Intelligent OptimizatioN (LION) means combining learning processes with modeling, problem-solving, and optimization. LION is a robust and efficient method for solving difficult problems. The method facilitates creativity and disruptive innovation while alternative solutions are identified and tested. Its strength lies in the introduction of high-level skills often associated to the human brain, such as learning from past experience, learning on the job, rapid analysis of alternatives, ability to cope with incomplete information, quick adaptation to new situations and events.

Real-world problems have a rich structure. While many alternative solutions are tested in the exploration of a search space, patterns and regularities appear. The human brain quickly learns and drives future decisions based on previous observations. This is the main inspiration source for inserting online machine learning techniques into our techniques to search for improving solutions to hard problems.