Evolutionary AITM

ACCELERATE BUSINESS
OUTCOMES WITH EVOLUTIONARY AITM TECHNOLOGY

What is Evolutionary Computation?
Evolutionary Computation can deliver unique solutions to complex problems.

Our Approach

Cognizant’s powerful Learning Evolutionary Algorithm Framework (LEAF) 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.

  1.  Improve Predictions: Evolving deep network architectures means the LEAF AI can automatically design AI solutions that are better than the alternatives designed using many PhD-days of human labor.
  2.  Drive Impactful Outcomes: Evolving and iteratively improving a decision prescription system with a goal to impact outcomes important to your industry is a unique feature in LEAF.
  3.  Facilitate Effective Experimentation: To AI-enable a business, it must go through many experiments, trying out different approaches, measuring success and learning from each iteration. LEAF can augment or even replace this process using a principled AI-based approach.

 

Spotlight

GO BEYOND PREDICTION WITH EVOLUTIONARY AI
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THE ROLE OF SURROGATE MODELING
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