Reactive Search S.r.l.: the Learning and Intelligent Optimization Company
We realize services for business intelligence, data mining, interactive visualization, Learning and Intelligent OptimizatioN (LION) : a combination of modeling, machine learning (learning from your business data) and automated search for improving solutions (optimization).
Our senior consultants have more than twenty years of experience, 6000 citations in technical applications,
50 citations in international patents, and a track of successful real-world applications.
We solve problems, even the hardest ones, with a speed which will surprise you if you are used to dealing with huge consultancy companies.
Our competitive edge is caused by a unique integration of automated learning and optimization, to support the interaction between domain experts and decision makers for better and data-driven solutions.
Learning and Intelligent OptimizatioN
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.