Wilfried Jakob

Karlsruhe Institute of Technology, FZI Research Center for Information Technology

Papers

Total Citations

140

H-Index

About

Wilfried Jakob’s research career bridges two transformative eras in robotics and optimization. In the 1980s, he pioneered industrial robot programming languages, notably with his work on PASRO (Pascal for Robots) and a seminal 1986 paper on programming languages for industrial robots—each garnering over 70 and 30 citations, respectively. These contributions helped shape how engineers control and instruct robotic systems in manufacturing. Two decades later, Jakob shifted focus to evolutionary computation, introducing GLEAM, an evolutionary algorithm based on Evolution Strategy that integrates time-related command execution and process control. This 2002 work, with 30 citations, remains influential for its flexible, problem-oriented parameter definitions. He further explored bio-inspired robotics, optimizing artificial central pattern generators (CPGs) for movement generation in robots and prostheses—a neurophysiologically grounded alternative to classical engineering. His 1998 comparison of evolutionary algorithms for design optimization rounds out a career that consistently advanced both practical automation and theoretical optimization. With over 140 total citations, Jakob’s work demonstrates a rare ability to contribute foundational knowledge across decades and disciplines, from factory floors to evolutionary computation.