If you want other papers, please contact me
by e-mail.
H. Ishibuchi and T. Yoshida, "Hybrid Evolutionary Multi-Objective Optimization Algorithms,"
in A. Abraham et al.(eds.): Soft Computing Systems:
Design, Management and Applications (Frontiers in Artificial Intelligence and Applications, Volume 87),
pp. 163-172, 2002.
PDF
If you want other papers, please contact me
by e-mail.
H. Ishibuchi, T. Nakashima and T. Murata,
"Three-objective genetics-based machine learning for linguistic rule extraction,"
Information Sciences, Vol. 136, No. 1-4, pp. 109-133, August 2001.
PDF
H. Ishibuchi and T. Nakashima,
"Effect of rule weights in fuzzy rule-based classification systems," IEEE Trans. on Fuzzy Systems,
Vol. 9, No. 4, pp. 506-515, August 2001.
PDF
H. Ishibuchi, R. Sakamoto, and T. Nakashima,
"
Evolution of unplanned coordination in a market selection game
,"
IEEE Trans. on Evolutionary Computation,
Vol. 5, No. 5, pp. 524-534, October 2001.
H. Ishibuchi, R. Sakamoto, and T. Nakashima,
"
Learning Fuzzy Rules from Iterative Execution of Games
,"
Fuzzy Sets and Systems,
Vol. 135, No. 2, pp. 213-240, April 2003.
H. Ishibuchi, T. Yoshida, and T. Murata,
"
Balance between Genetic Search and Local Search in Memetic Algorithms
for Multiobjective Permutation Flowshop Scheduling
,"
IEEE Trans. on Evolutionary Computation,
Vol. 7, No. 2, pp.204-223, April 2003.
H. Ishibuchi and T. Yamamoto, "Fuzzy Rule Selection by Multi-Objective Genetic
Local Search Algorithms and Rule Evaluation Measures in Data Mining," Fuzzy
Sets and Systems,
Vol. 141, no. 1, pp. 59-88, January 2004.
PDF
H. Ishibuchi and T. Yamamoto, "Comparison of Heuristic Criteria for
Fuzzy Rule Selection in Classification Problems,"
Fuzzy Optimization and Decision Making,
Vol. 3, no. 2, pp. 119-139, June 2004.
PDF
H. Ishibuchi, T. Yamamoto, and T. Nakashima, "Hybridization of Fuzzy GBML Approaches for
Pattern Classification Problems," IEEE Trans. on Systems, Man, and Cybernetics- Part B:
Cybernetics, Vol. 35, No. 2, pp. 359- 365, April 2005.
PDF
H. Ishibuchi and T. Yamamoto, "Rule Weight Specification in Fuzzy Rule-Based Classification Systems,"
IEEE Trans. on Fuzzy Systems, Vol. 13, No. 4, pp. 428-435, August 2005.
PDF
H. Ishibuchi and N. Namikawa,
"Evolution of Iterated Prisoner's Dilemma Game Strategies in Structured Demes
under Random Pairing in Game-Playing,"
IEEE Trans. on Evolutionary Computation, Vol. 9, No. 6, pp. 552-561, December 2005.
PDF
H. Ishibuchi, T. Yamamoto, and T. Nakashima,
"An Approach to Fuzzy Default Reasoning for Function Approximation,"
Soft Computing, Vol. 10, No. 9, pp. 850-864, July 2006.
PDF
H. Ishibuchi and Y. Nojima, "Analysis of Interpretability-Accuracy Tradeoff of Fuzzy Systems by Multiobjective Fuzzy Genetics-Based Machine Learning,"
International Journal of Approximate Reasoning, vol. 44, no. 1, pp. 4-31, January 2007.
PDF
H. Ishibuchi, K. Narukawa, N. Tsukamoto, and Y. Nojima, "An Empirical Study on
Similarity-Based Mating for Evolutionary Multiobjective Combinatorial
Optimization," European Journal of Operational Researchh, vol. 188, no. 1, pp. 57-75, July 2008.
PDF
Y. Nojima, H. Ishibuchi, and I. Kuwajima, "Parallel Distributed Genetic Fuzzy Rule Selection," Soft Computing (in press).
PDF
H. Ishibuchi, Y. Hitotsuyanagi, N. Tsukamoto, and Y. Nojima, "Use of Biased Neighborhood Structures in Multi-Objective memetic algorithms," Soft Computing (in press).
PDF
If you want other papers, please contact me
by e-mail.
H. Ishibuchi, T. Murata, and I. B. Turksen, "Selecting linguistic
classification rules by two-objective genetic algorithms," Proc. of 1995
IEEE International Conference on Systems, Man and Cybernetics, pp.
1410-1415, Vancouver, Canada, October 1995.
PDF
H. Ishibuchi, T. Nakashima, "Multi-objective pattern and feature selection by a genetic algorithm,"
Proc. of Genetic and Evolutionary Computation Conference (Las Vegas, Nevada, U.S.A.), pp.1069-1076, (July 8-12, 2000).
PDF
T. Murata, H. Ishibuchi, and M. Gen,
"Specification of genetic search directions in cellular multi-objective genetic algorithms,"
Proc. of First International Conference on Evolutionary multi-criterion optimization (Zurich, Switzerland, March 7-9, 2001), pp. 82-95.
PDF
H. Ishibuchi and T. Yamamoto, "Fuzzy rule selection by data mining criteria and genetic algorithms,"
Proc. of Genetic and Evolutionary Computation Conference (GECCO 2002), pp. 399-406,
New York, July 9-13, 2002.
PDF
H. Ishibuchi, T. Yoshida, and T. Murata,
"Balance between genetic search and local search in hybrid evolutionary multi-criteion optimization algorithms,"
Proc. of Genetic and Evolutionary Computation Conference (GECCO 2002), pp. 1301-1308, New York, July 9-13, 2002.
PDF
H. Ishibuchi and T. Yoshida, "Hybrid Evolutionary Multi-Objective Optimization Algorithms,"
Proc. of Second International Conference on Hybrid Intelligent Systems (Santiago, Chile), pp. 163-172, 2002.
PDF
H. Ishibuchi and Y. Shibata, "An empirical study on the effect of mating restriction on the search ability of EMO algorithms," Lecture Notes in Computer Science 2632: Evolutionary Multi-Criterion Optimization, pp. 433-447, Springer, Berlin, April 2003.
PDF
H. Ishibuchi and T. Yamamoto, "Effects of three-objective genetic rule selection on the generalization ability of fuzzy rule-based systems," Lecture Notes in Computer Science 2632: Evolutionary Multi-Criterion Optimization, pp. 608-622, Springer, Berlin, April 2003.
PDF
H. Ishibuchi and T. Yamamoto, "Evolutionary multiobjective optimization for generating an ensemble of fuzzy rule-based classifiers," Lecture Notes in Computer Science 2723: Genetic and Evolutionary Computation - GECCO 2003, pp. 1077-1088, Springer, Berlin, July 2003.
PDF
H. Ishibuchi and T. Yamamoto, "Evolutionary Multiobjective Optimization for Generating an Ensemble of
Fuzzy Rule-Based Classifiers,"
Proc. of 2003 Genetic and Evolutionary Computation Conference (Chicago, USA),
pp. 1077-1088, (July 12-16, 2003).
PDF
H. Ishibuchi and Y. Shibata, "Mating scheme for controlling the diversity-convergence balance for multiobjective optimization," Lecture Notes in Computer Science 3102: Genetic and Evolutionary Computation - GECCO 2004, pp. 1259-1271, Springer, Berlin, June 2004.
PDF
H. Ishibuchi and K. Narukawa, "Recombination of similar parents in EMO algorithms," Lecture Notes in Computer Science 3410: Evolutionary Multi-Criterion Optimization, pp. 265-279, Springer, Berlin, March 2005.
PDF
Y. Nojima, K. Narukawa, S. Kaige, and H. Ishibuchi, "Effects of Removing Overlapping Solutions on the Performance of the NSGA-II Algorithm,"
Proc. of the 3rd International Conference on Evolutionary Multi-Criterion Optimization (Guanajuato, Mexico), pp. 341-354, (March 9-11, 2005).
PDF
H. Ishibuchi, S. Kaige, and K. Narukawa, "Comparison between Lamarckian and Baldwinian Repair on Multiobjective 0/1 Knapsack Problems,"
Proc. of the 3rd International Conference on Evolutionary Multi-Criterion Optimization (Guanajuato, Mexico), pp. 370-385, (March 9-11, 2005).
PDF
H. Ishibuchi, T. Doi, and Y. Nojima, "Incorporation of scalarizing fitness functions into evolutionary multiobjective optimization algorithms," Lecture Notes in Computer Science 4193: Parallel Problem Solving from Nature - PPSN IX, pp. 493-502, Springer, Berlin, September 2006.
PDF
H. Ishibuchi, T. Doi, and Y. Nojima, "Effects of using two neighborhood structures in cellular genetic algorithms for function optimization," Lecture Notes in Computer Science 4193: Parallel Problem Solving from Nature - PPSN IX, pp. 949-958, Springer, Berlin, September 2006.
PDF
H. Ishibuchi and Y. Nojima, "Optimization of scalarizing functions through evolutionary multiobjective optimization,"
Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO 2007, pp. 51-65, Springer, Berlin, 2007.
PDF
H. Ishibuchi, "Multiobjective genetic fuzzy systems: Review and future research directions,"
Proc. of 2007 IEEE International Conference on Fuzzy Systems, pp. 913-918, London, UK, July 23-26, 2007.
PDF
H. Ishibuchi, N. Tsukamoto, and Y. Nojima, "Evolutionary many-objective optimization: A short review,"
Proc. of 2008 IEEE Congress on Evolutionary Computation, pp. 2424-2431, Hong Kong, June 1-6, 2008.
PDF
If you want other papers, please contact me
by e-mail.
(Japanese)
(English)