Youhei Akimoto
Scholar

Youhei Akimoto

Google Scholar ID: m7OXdsUAAAAJ
University of Tsukuba
OptimizationEvolutionary ComputationMachine LearningTheory of Randomized Search Heuristics
Citations & Impact
All-time
Citations
2,464
 
H-index
26
 
i10-index
57
 
Publications
20
 
Co-authors
26
list available
Contact
No contact links provided.
Resume (English only)
Academic Achievements
  • Winner of Best Paper Award at GECCO 2018 and FOGA 2019; Associate Editor of ACM Transactions on Evolutionary Learning and Optimization; Member of the editorial board of Evolutionary Computation.
Research Experience
  • JSPS Research Fellow (DC2) from April 2010 to March 2011; Post-Doctoral Researcher at TAO Team, INRIA-Saclay – Île-de-France from April 2011 to March 2013; Assistant Professor at Shinshu University from April 2013 to March 2018; Associate Professor at University of Tsukuba from April 2018 to August 2025; Professor at University of Tsukuba since September 2025.
Education
  • Received B.S. in Computer Science from Tokyo Institute of Technology in 2007; M.S. and Ph.D. in Computational Intelligence and Systems Science from the same institution in 2008 and 2011, respectively.
Background
  • Main research field is black-box optimization, especially in continuous domain. Interested in stochastic search algorithms such as covariance matrix adaptation evolution strategies (CMA-ES). Works on theoretical analysis of stochastic search algorithms, design principles for efficient algorithms, and real-world applications.