Hansen, Nikolaus
- The CMA Evolution Strategy: A Tutorial
2005/01/01 by Nikolaus Hansen, Hansen, Nikolaus · 103 citations
Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research #Neural Networks and Applications
- Using Well-Understood Single-Objective Functions in Multiobjective\n Black-Box Optimization Test Suites
2016/04/01 by Dimo Brockhoff, Brockhoff, Dimo, Tea Tušar +5 · 3 citations
Computer Science · Decision Sciences · Engineering · #Advanced Multi-Objective Optimization Algorithms #Probabilistic and Robust Engineering Design #Advanced Control Systems Optimization
- Quality Gain Analysis of the Weighted Recombination Evolution Strategy on General Convex Quadratic Functions
2016/08/17 by Youhei Akimoto, Akimoto, Youhei, Anne Auger +3 · 2 citations
Computer Science · #FOS: Mathematics #Metaheuristic Optimization Algorithms Research #Optimization and Control (math.OC)
- COCO: The Large Scale Black-Box Optimization Benchmarking (bbob-largescale) Test Suite
2019/03/15 by Elhara, Ouassim, Varelas, Konstantinos, Nguyen, Duc +4 · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC) #Performance (cs.PF)
- Experimental Comparisons of Derivative Free Optimization Algorithms
2010/05/31 by Anne Auger, Nikolaus Hansen, Auger, Anne +7 · 1 citation
Computer Science · Mathematics · #Advanced Optimization Algorithms Research #Evolutionary Algorithms and Applications #FOS: Mathematics #Metaheuristic Optimization Algorithms Research #Numerical Analysis (math.NA)
- Injecting External Solutions Into CMA-ES
2011/10/19 by Nikolaus Hansen, Hansen, Nikolaus · 1 citation
Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Error Correcting Code Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research
- Diagonal Acceleration for Covariance Matrix Adaptation Evolution Strategies
2019/05/14 by Youhei Akimoto, Akimoto, Youhei, Nikolaus Hansen +1 · 1 citation
Computer Science · #Blind Source Separation Techniques #Neural Networks and Applications #Metaheuristic Optimization Algorithms Research