| 2015 | GECCO | A Comparative Study of Synchronization of Parallel ACO on Multi-core Processor. | Shigeyoshi Tsutsui, Noriyuki Fujimoto |
| 2014 | GECCO | First results of performance comparisons on many-core processors in solving QAP with ACO: kepler GPU versus xeon PHI. | Mikiko Sato, Shigeyoshi Tsutsui, Noriyuki Fujimoto, Yuji Sato, Mitaro Namiki |
| 2013 | CEC | Parallelizing a genetic operator for GPUs. | Noriyuki Fujimoto, Shigeyoshi Tsutsui |
| 2013 | GECCO | A preliminary study of crowding with biased crossover. | Shigeyoshi Tsutsui, Noriyuki Fujimoto |
| 2012 | CEC | Implementation of histogram based sampling algorithm within an EDA scheme with CUDA. | Shigeyoshi Tsutsui, Noriyuki Fujimoto |
| 2012 | GECCO | On the effect of using multiple GPUs in solving QAPs with CUDA. | Shigeyoshi Tsutsui, Noriyuki Fujimoto |
| 2012 | PPSN | ACO on Multiple GPUs with CUDA for Faster Solution of QAPs. | Shigeyoshi Tsutsui |
| 2011 | CEC | Fast QAP solving by ACO with 2-opt local search on a GPU. | Shigeyoshi Tsutsui, Noriyuki Fujimoto |
| 2011 | GECCO | ACO with tabu search on a GPU for solving QAPs using move-cost adjusted thread assignment. | Shigeyoshi Tsutsui, Noriyuki Fujimoto |
| 2010 | CEC | An analytical study of GPU computation for solving QAPs by parallel evolutionary computation with independent run. | Shigeyoshi Tsutsui, Noriyuki Fujimoto |
| 2009 | GECCO | Solving quadratic assignment problems by genetic algorithms with GPU computation: a case study. | Shigeyoshi Tsutsui, Noriyuki Fujimoto |
| 2009 | SMC | Effect of Using Partial Solutions in Edge Histogram Sampling Algorithms with Different Local Searches. | Shigeyoshi Tsutsui |
| 2008 | PDPTA | Convergence Analysis of the Cunning Ant System with Entropy Measure. | Shigeyoshi Tsutsui |
| 2007 | CEC | Solving quadratic assignment problems with the cunning ant system. | Shigeyoshi Tsutsui, Lichi Liu |
| 2007 | GECCO | Dependency trees, permutations, and quadratic assignment problem. | Martin Pelikan, Shigeyoshi Tsutsui, Rajiv Kalapala |
| 2006 | CEC | Node Histogram vs. Edge Histogram: A Comparison of Probabilistic Model-Building Genetic Algorithms in Permutation Domains. | Shigeyoshi Tsutsui |
| 2006 | PPSN | Untitled record | Shigeyoshi Tsutsui |
| 2006 | SMC | A Comparative Study of Sampling Methods in Node Histogram Models with Probabilistic Model-Building Genetic Algorithms. | Shigeyoshi Tsutsui |
| 2005 | CEC | Performance of aggregation pheromone system on unimodal and multimodal problems. | Shigeyoshi Tsutsui, Martin Pelikan, Ashish Ghosh |
| 2004 | CEC | Solving capacitated vehicle routing problems using edge histogram based sampling algorithms. | Shigeyoshi Tsutsui, Gordon Wilson |
| 2003 | CEC | The effect of introducing a tag node in solving scheduling problems using histogram based sampling algorithms. | Shigeyoshi Tsutsui, Tomoyuki Hiroyasu, Mitsunori Miki |
| 2003 | GECCO | Distributed Probabilistic Model-Building Genetic Algorithm. | Tomoyuki Hiroyasu, Mitsunori Miki, Masaki Sano, Hisashi Shimosaka, Shigeyoshi Tsutsui, Jack J. Dongarra |
| 2002 | CEC | Simplex crossover and linkage identification: single-stage evolution vs. multi-stage evolution. | Shigeyoshi Tsutsui, David E. Goldberg |
| 2002 | GECCO | Combining The Strengths Of Bayesian Optimization Algorithm And Adaptive Evolution Strategies. | Martin Pelikan, David E. Goldberg, Shigeyoshi Tsutsui |
| 2002 | PPSN | Probabilistic Model-Building Genetic Algorithms in Permutation Representation Domain Using Edge Histogram. | Shigeyoshi Tsutsui |
| 2000 | GECCO | Sampling Bias and Search Space Boundary Extension in Real Coded Genetic Algorithms. | Shigeyoshi Tsutsui |
| 2000 | PPSN | Theoretical Analysis of Simplex Crossover for Real-Coded Genetic Algorithms. | Takahide Higuchi, Shigeyoshi Tsutsui, Masayuki Yamamura |
| 1998 | KES | On the effect of multi-parents recombination in binary coded genetic algorithms. | Shigeyoshi Tsutsui, Lakhmi C. Jain |
| 1998 | KES | Properties of robust solution searching in multi-dimensional space with genetic algorithms. | Shigeyoshi Tsutsui, Lakhmi C. Jain |
| 1998 | PPSN | Multi-parent Recombination in Genetic Algorithms with Search Space Boundary Extension by Mirroring. | Shigeyoshi Tsutsui |
| 1997 | ICEC | A peak shape identification genetic algorithm with a radial basis function. | Yoshiji Fujimoto, Shigeyoshi Tsutsui |
| 1996 | PPSN | An Evolutionary Design for f-theta Lenses. | Yoshiji Fujimoto, Masato Nishiguchi, Kenichi Nomoto, Kensuke Takahashi, Shigeyoshi Tsutsui |
| 1996 | PPSN | A Robust Solution Searching Scheme in Genetic Search. | Shigeyoshi Tsutsui, Ashish Ghosh, Yoshiji Fujimoto |
| 1994 | ICEC | Extended Forking Genetic Algorithm for Order Representation (O-FGA). | Shigeyoshi Tsutsui, Yoshiji Fujimoto, Isao Hayashi |
| 1994 | ICEC | Extended Forking Genetic Algorithm for Order Representation. | Shigeyoshi Tsutsui, Isao Hayashi, Yoshiji Fujimoto |