Hideyuki Takagi

Ergonomic Chair Design by Fusing Qualitative and Quantitative Criteria using Interactive Genetic Algorithms. (2008)

Brintrup, Alexandra Melike, Ramsden, Jeremy J., Takagi, Hideyuki

This paper emphasizes the necessity of formally bringing qualitative and quantitative criteria of ergonomic design together, and provides a novel complementary design framework with this aim. Within...

Evaluation of sequential, multi-objective, and parallel interactive genetic algorithms for multi-objective optimization problems. (2006)

Brintrup, Alexandra Melike, Takagi, Hideyuki, Tiwari, Ashutosh, Ramsden, Jeremy J.

We propose a sequential interactive genetic algorithm (IGA), multi-objective IGA and parallel IGA, and evaluate them with both simulated and real users. Combining human evaluation with an...

Dynamic Control of Genetic Algorithms using Fuzzy Logic Techniques (1999)

Michael A. Lee, Hideyuki Takagi

This paper proposes using fuzzy logic techniques to dynamically control parameter settings of genetic algorithms (GAs). We describe the Dynamic Parametric GA: a GA that uses a fuzzy knowledge-based...

Dynamic Control of Genetic Algorithms using Fuzzy Logic Techniques (1995)

Michael A. Lee, Hideyuki Takagi

This paper proposes using fuzzy logic techniques to dynamically control parameter settings of genetic algorithms (GAs). We describe the Dynamic Parametric GA: a GA that uses a fuzzy knowledge-based...