These are the key factors in driving innovation and defining strategy. Businesses need systems capable of converting unprecedented amounts of available data into actionable solutions. Deep learning is transforming AI and demonstrating how machine learning can make a difference in the real world. However, it has limitations because it is focused on modeling what we already know.
Inspired by biological evolution, Cognizant’s powerful Learning Evolutionary Algorithm Framework (LEAF™) is now a part of Cognizant’s AI&A offerings. Applying previously academic work in Evolutionary AI™ modeling, Cognizant LEAF enables you to rapidly test many generations and arrive at viable solutions to complex business problems. Evolutionary AI technologies are making it possible to discover entirely new objects and behaviors—to maximize a given objective and yield solutions that do not yet exist.
The Cognizant LEAF AI system begins by generating—and then comparing—diverse candidate agents (genes) to distinguish which ones are better suited to solve a particular problem. A “fitness score” is assigned to each candidate based on how well it performs relative to its peers.
Through masses of generations, distributed over millions of CPUs, the system gradually converges on solutions, resulting in code that works to solve the complex problems across all industries. This breakthrough technology allows businesses to scale Evolutionary AI techniques to solve the most complex business problems.
Today’s world presents extremely complex problems and staggering amounts of data. Cognizant’s powerful new Evolutionary AI framework is creating opportunities for artificial intelligence to move beyond human limits to deal with this complexity. Take advantage of massive datasets and distributed computing capacity to optimize business outcomes.VIEW PDF
Evolutionary Computation can deliver unique solutions to complex problems.
Quickly evolve models and predict real-word outcomes using neural evolutionary computing.