- We have proposed a scheme that extends the application of GAs to domains that require identification of robust solutions. We called
- Proceedings of EA '01 ---Le Creusot, FRANCE 73 Linkage Learning in Real-Coded GAs with Simplex
- tsutsui@hannan-u.ac.jp GA (PMBGAs: probabilistic model-building genetic algorithms, EDAs: estimation of
- IEEE Transaction on Evolutionary Computation, Vol. 1, No. 3, pp. 201-208, September 1997. Abstract---A large fraction of studies on GAs emphasize
- Parallelization of an Evolutionary Algorithm on a Platform with Multi-core Processors
- 2nd International Conference on Knowledge-Based Intelligent Electronic Systems (KES-98) On the Effect of Multi-parents Recombination in Binary Coded
- 2nd International Conference on Knowledge-Based Intelligent Electronic Systems (KES-98) Properties of Robust Solution Searching in Multi-dimensional
- InformationSciences,Vol.133/3-4,pp.229-247(2001.5) Search Space Boundary Extension Method in
- 1 INTRODUCTION GAs which are used for optimization can be classified
- Phenotypic Forking GA with Moving Windows Shigeyoshi Tsutsui*1
- The term evolutionary computing refers to the study of the foundations and applications of certain heuristic techniques based on the principles of
- Solving Quadratic Assignment Problems by GPU Computation and Its Analysis
- The 23rd Annual Conference of the Japanese Society for Artificial Intelligence, 2009 %^%k%A%3%"7W;;5!K*1k?J2=7W;;NJBNs2=
- An Enhanced Aggregation Pheromone System for Real-Parameter Optimization in the ACO
- The 20th Annual Conference of the Japanese Society for Artificial Intelligence, 2006 ACO with Cunning Ant
- Proceedings of the 2003 Congress on Evolutionary Computation (CEC' 03) Shigeyoshi Tsutsui
- , Martin Pelikan*2 , and David E. Goldberg*2
- Solving Quadratic Assignment Problems by Genetic Algorithms with GPU Computation: A Case Study
- Cunning Ant System for Quadratic Assignment Problem with Local Search and Parallelization
- Proceedings of the 2005 IEEE CEC, Vol. 1880 Performance of Aggregation Pheromone System on Unimodal and
- On the Effect of Introducing a Tag node in Solving Scheduling Problems using PMBGAs Shigeyoshi Tsutsui Tomoyuki Hiroyasu Mitusunori Miki
- Effects of Adding Perturbations to Phenotypic Parameters in Genetic Algorithms for Searching
- KES' 01 N. Baba et al. (Eds.) IOS Press, 2001 112 Probabilistic Model-building Genetic Algorithms Using
- Genetic Algorithms: Poster Paper 785 Abstract: In this paper, we propose a method of linkage
- 1. Motivation Several methods have been examined to enhance the
- Multi-parent Recombination with Simplex Crossover in Real Coded Genetic Algorithms
- On the Genetic Algorithm with a Robust Solution Searching Scheme
- Abstract--A concept of a bi-population scheme for real-coded GAs consisting of an explorer sub-GA and an exploiter sub-GA is proposed. The explorer sub-GA mainly does exploration so as to avoid being trapped in
- Shigeyoshi Tsutsui Department of Management and Information Science, Hannan University
- The 19th Annual Conference of the Japanese Society for Artificial Intelligence, 2005 Aggregation Pheromone System and Its Cycle model
- MIC2005: The Sixth Metaheuristics International Conference Vienna, Austria, August 2226, 2005
- SOLVING FLOW SHOP SCHEDULING PROBLEMS WITH PROBABILISTIC MODEL-BUILDING GENETIC ALGORITHMS USING EDGE HISTOGRAMS
- USING EDGE HISTOGRAM MODELS TO SOLVE FLOW SHOP SCHEDULING PROBLEMS WITH PROBABILISTIC MODEL-
- Abstract: Previous studies have proposed simplex crossover (SPX) for real-coded GAs. In this paper, we propose two
- ACO%"%k%4%j%:%`$K$*$1$kItJ,2r$NMxMQK!$K$D$$ On the using of partial solutions in ACO algorithms
- IEEE 1998 International Conference on Evolutionary Computation (ICEC98) (to appear) A Study on the Effect of Multi-parent Recombination
- A Robust Solution Searching Scheme in Genetic Shigeyoshi Tsutsui1
- GPU ACO QAP (Graphics Processing Unit, GPU)
- Evolutionary Computation, MIT Press, Vol. 5, No. 1, pp. 61-80 Forking GAs: GAs with Search Space Division Schemes
- Proceedings of the 7th International Conference on Genetic Algorithms (ICGA-97), pp. 238-245 of fit regions later on in the search process, conventional
- Multi-parent Recombination in Genetic Algorithms with Search Space Boundary Extension by Mirroring
- cAS: Ant Colony Optimization with Cunning Shigeyoshi Tsutsui
- Extended Forking Genetic Algorithm for Order Representation (o-fGA)
- , F#K" E59, , Bg:eI"N)Bg3XBg3X1!M3X7O8&5f2J
- In Real coded genetic algorithms, some crossover op-erators do not work well on functions which have their
- Performance of Parallel ACO Algorithm on a Multi-core Processor Shigeyoshi Tsutsui1
- On Properties of the Genetic Algorithms with a Robust Solution Searching Scheme in Multidimensional Search Spaces
- Effectiveness of Using Partial Solutions for Mainainning Diversity in Estimation of Distribution Algorithms
- Forking Genetic Algorithm with Blocking and Shrinking Modes (fGA)
- IEEE International Conference on Evolutionary Computation (ICEC98) (to appear) Function Optimization in Nonstationary Environment using
