Hisao Ishibuchi - My portal

Profile Information

Affiliation: Professor, Graduate School of Engineering, Computational Intelligence Lab., Osaka Prefecture University
: Chair Professor, Southern University of Science and Technology

Degree: (BLANK)
(BLANK)

J-GLOBAL ID: 200901003389347482
researchmap Member ID: 1000056989

External link: http://www.cs.osakafu-u.ac.jp/~hisaoi/

Research Interests

Research Areas

Research History

Apr, 2017 - Present

Chair Professor, Southern University of Science and Technology
Apr, 1999 - Present

Osaka Prefecture University
Apr, 1999 - Present

Osaka Prefecture University

Education

- 1987

Kyoto University
- 1987

Graduate School, Division of Engineering, Kyoto University
- 1985

Faculty of Engineering, Kyoto University
- 1985

Faculty of Engineering, Kyoto University

Committee Memberships

2014 - Present

Strategic Planning Committee Member, IEEE Computational Intelligence Society,
2014 - Present

Publications Committee Member, IEEE Computational Intelligence Society,
2014 - Present

AdCom Member, IEEE Computational Intelligence Society,
2014 - Present

Editor-in-Chief, IEEE Computational Intelligence Magazine,
2013 - Present

IEEE Transactions on Cybernetics, Associate Editor
2013 - Present

Associate Editor, IEEE Access,
2007 - Present

Associate Editor, International Journal of Metaheuristics,
2007 - Present

Associate Editor, IEEE Transactions on Evolutionary Computation,
2007 - Present

International Journal of Metaheuristics, Associate Editor (2007-Present)
2007 - Present

Soft Computing Journal, Area Editor (2007-Present)
2007 - Present

IEEE Transactions on Evolutionary Computation, Associate Editor (2007-Present）
2005 - Present

IEEE Computational Intelligence Magazine, Associate Editor (2005-Present）
2004 - Present

IEEE Transactions on Fuzzy Systems, Associate Editor (2004-Present）
2002 - Present

IEEE Transactions on Systems, Man, and Cybernetics Part B, Associate Editor (2002-Present）
Oct, 2016 - Sep, 2018

会長, 進化計算学会
2014 - 2018

論文誌編集委員長, 進化計算学会
2015 - 2017

Distinguished Lecturer, IEEE Computational Intelligence Society,
2014 - 2017

Frank Rosenblatt Award Committee, Member, IEEE
2014 - 2017

treasurer, International Fuzzy Systems Association,
2015 - 2016

編集委員長, 進化計算学会論文誌

Awards

2015

Best Regular Paper Award, ACIIDS 2015

ISHIBUCHI Hisao
2014

IEEE Felllow

石渕久生
2013

SIS 2013 Best Session Paper Award

石渕久生
2011

Best Paper award, FUZZ-IEEE 2011

ISHIBUCHI Hisao
2011

論文賞, システム制御情報学会

石渕久生
2010

Best Paper Award, SCIS & ISIS 2010

ISHIBUCHI Hisao
2010

Best Paper Award, WAC 2010

ISHIBUCHI Hisao
2009

IEEE Trans. on Fuzzy Systems 2008 Outstanding Associate Editor
2009

FUZZ-IEEE 2009 Best Paper Award
2009

IEEE Trans. on Fuzzy Systems 2008 Outstanding Associate Editor
2009

FUZZ-IEEE 2009 Best Paper Award
2008

GEFS 2008 Best Paper Finalist
2008

GEFS 2008 Best Paper Finalist
2007

日本学術振興会賞
2007

ISIS 2007 Recognition Award
2007

GECCO 2007 Competition 2 First Prize
2007

ISIS 2007 Recognition Award
2007

GECCO 2007 Competition 2 First Prize
2006

HIS-NCEI 2006 Best Paper Award
2006

EFS-2006 Best Runner Up Paper Award

Papers

Enhanced knowledge-leverage-based TSK fuzzy system modeling for inductive transfer learning

Z. Deng, Y. Jiang, H. Ishibuchi, K.-S. Choi, S. Wang

ACM Transactions on Intelligent Systems and Technology, 8(1), Oct, 2016 Peer-reviewed
Transfer Prototype-Based Fuzzy Clustering

Zhaohong Deng, Yizhang Jiang, Fu-Lai Chung, Hisao Ishibuchi, Kup-Sze Choi, Shitong Wang

IEEE TRANSACTIONS ON FUZZY SYSTEMS, 24(5) 1210-1232, Oct, 2016 Peer-reviewed
Pareto Fronts of Many-Objective Degenerate Test Problems

Hisao Ishibuchi, Hiroyuki Masuda, Yusuke Nojima

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 20(5) 807-813, Oct, 2016 Peer-reviewed
Preference representation using Gaussian functions on a hyperplane in evolutionary multi-objective optimization

Kaname Narukawa, Yu Setoguchi, Yuki Tanigaki, Markus Olhofer, Bernhard Sendhoff, Hisao Ishibuchi

SOFT COMPUTING, 20(7) 2733-2757, Jul, 2016 Peer-reviewed
Interactive evolutionary computation with minimum fitness evaluation requirement and offline algorithm design

Hisao Ishibuchi, Takahiko Sudo, Yusuke Nojima

SPRINGERPLUS, 5(192) 1-29, Feb, 2016 Peer-reviewed
Multitask Coupled Logistic Regression and Its Fast Implementation for Large Multitask Datasets

Xin Gu, Fu-Lai Chung, Hisao Ishibuchi, Shitong Wang

IEEE TRANSACTIONS ON CYBERNETICS, 45(9) 1953-1966, Sep, 2015 Peer-reviewed
Behavior of Multiobjective Evolutionary Algorithms on Many-Objective Knapsack Problems

Hisao Ishibuchi, Naoya Akedo, Yusuke Nojima

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 19(2) 264-283, Apr, 2015 Peer-reviewed
Multitask TSK Fuzzy System Modeling by Mining Intertask Common Hidden Structure

Yizhang Jiang, Fu-Lai Chung, Hisao Ishibuchi, Zhaohong Deng, Shitong Wang

IEEE TRANSACTIONS ON CYBERNETICS, 45(3) 548-561, Mar, 2015 Peer-reviewed
A multi-objective approach for solving the survivable network design problem with simultaneous unicast and anycast flows

Huynh Thi Thanh Binh, Bui Thu Lam, Nguyen Sy Thai Ha, Hisao Ishibuchi

APPLIED SOFT COMPUTING, 24 1145-1154, Nov, 2014 Peer-reviewed
Application of Fuzzy Inference Rules to Early Semi-automatic Estimation of Activity Duration in Software Project Management

Chin Hooi Tan, Keem Siah Yap, Hisao Ishibuchi, Yusuke Nojima, Hwa Jen Yap

IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 44(5) 678-688, Oct, 2014 Peer-reviewed
Repeated double cross-validation for choosing a single solution in evolutionary multi-objective fuzzy classifier design

Hisao Ishibuchi, Yusuke Nojima

KNOWLEDGE-BASED SYSTEMS, 54 22-31, Dec, 2013 Peer-reviewed
Knowledge-Leverage-Based Fuzzy System and Its Modeling

Zhaohong Deng, Yizhang Jiang, Fu-Lai Chung, Hisao Ishibuchi, Shitong Wang

IEEE TRANSACTIONS ON FUZZY SYSTEMS, 21(4) 597-609, Aug, 2013 Peer-reviewed
Parallel Distributed Hybrid Fuzzy GBML Models With Rule Set Migration and Training Data Rotation

Hisao Ishibuchi, Shingo Mihara, Yusuke Nojima

IEEE TRANSACTIONS ON FUZZY SYSTEMS, 21(2) 355-368, Apr, 2013 Peer-reviewed
A Review of the Application of Multiobjective Evolutionary Fuzzy Systems: Current Status and Further Directions

Michela Fazzolari, Rafael Alcala, Yusuke Nojima, Hisao Ishibuchi, Francisco Herrera

IEEE TRANSACTIONS ON FUZZY SYSTEMS, 21(1) 45-65, Feb, 2013 Peer-reviewed

Misc.

470

進化計算の内外の研究動向

石渕久生, 半田久志

進化計算学会論文誌, 1(1) 15-22, 2010 Invited
Incorporation of user preference into multi-objective genetic fuzzy rule selection for pattern classification problems

Yusuke Nojima, Hisao Ishibuchi

Artificial Life and Robotics, 14(3) 418-421, Dec, 2009
Evolution of cooperative behavior among heterogeneous agents with different strategy representations in an iterated prisoner's dilemma game

Hiroyuki Ohyanagi, Yoshihiko Wakamatsu, Yusuke Nakashima, Yusuke Nojima, Hisao Ishibuchi

Artificial Life and Robotics, 14(3) 414-417, Dec, 2009
Use of multi-objective genetic rule selection for examining the effectiveness of inter-vehicle communication in traffic simulations

Yoshihiro Hamada, Yusuke Nojima, Hisao Ishibuchi

Artificial Life and Robotics, 14(3) 410-413, Dec, 2009
Use of biased neighborhood structures in multiobjective memetic algorithms

Hisao Ishibuchi, Yasuhiro Hitotsuyanagi, Noritaka Tsukamoto, Yusuke Nojima

SOFT COMPUTING, 13(8-9) 795-810, Jul, 2009
Parallel distributed genetic fuzzy rule selection

Yusuke Nojima, Hisao Ishibuchi, Isao Kuwajima

SOFT COMPUTING, 13(5) 511-519, Mar, 2009
Difficulties in Evolutionary Multiobjective Optimization for Many-Objective Optimization Problems and Their Scalability Improvement Techniques

TSUKAMOTO Noritaka, NOJIMA Yusuke, ISHIBUCHI Hisao

Transactions of the Institute of Systems, Control and Information Engineers, 22(6) 220-228, 2009
Designing fuzzy rule-based classifiers from Pareto-optimal fuzzy rules

H. Ishibuchi, I. Kuwajima, Y. Nojima

International Journal of Information Technology and Intelligent Computing, 2009
Evolutionary multiobjective design of fuzzy systems: Its basic idea and a brief review of related issues

H. Ishibuchi

International Journal of Information Technology and Intelligent Computing, 2009
Effects of nongeometric binary crossover on multiobjective 0/1 knapsack problems

N. Tsukamoto, Y. Nojima, H. Ishibuchi

Artificial Life and Robotics, 13(2) 434-437, 2009
An empirical study on similarity-based mating for evolutionary multiobjective combinatorial optimization

Hisao Ishibuchi, Kaname Narukawa, Noritaka Tsukamoto, Yusuke Nojima

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 188(1) 57-75, Jul, 2008
Memeticアルゴリズム(共著)

片山謙吾, 石渕久生

計測と制御, 47(6) 487-492, 2008
Genetic Fuzzy Rule Selection with Pareto-optimal Rules as Candidate Rules

KUWAJIMA Isao, NOJIMA Yusuke, ISHIBUCHI Hisao

J. SOFT, 20(2) 231-243, 2008
Obtaining accurate classifiers with Pareto-optimal and near Pareto-optimal rules

Isao Kuwajima, Yusuke Nojima, Hisao Ishibuchi

Artificial Life and Robotics, 13(1) 315-319, 2008
Effects of constructing fuzzy discretization from crisp discretization for rule-based classifiers

Isao Kuwajima, Yusuke Nojima, Hisao Ishibuchi

Artificial Life and Robotics, 13(1) 294-297, 2008
A cost-based fuzzy system for pattern classification with class importance

Tomoharu Nakashima, Yasuyuki Yokota, Hisao Ishibuchi, Gerald Schaefer

Artificial Life and Robotics, 12(1-2) 43-46, 2008
A genetic approach to the design of autonomous agents for futures trading

Tomoharu Nakashima, Yasuyuki Yokota, Yukio Shoji, Hisao Ishibuchi

Artificial Life and Robotics, 11(2) 145-148, Jul, 2007
Special issue on memetic algorithms

Yew-Soon Ong, Natalig Krasnogor, Hisao Ishibuchi

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 37(1) 2-5, Feb, 2007
A weighted fuzzy classifier and its application to image processing tasks

Tomoharu Nakashima, Gerald Schaefer, Yasuyuki Yokota, Hisao Ishibuchi

FUZZY SETS AND SYSTEMS, 158(3) 284-294, Feb, 2007
Constructing cost-sensitive fuzzy rule-based systems for pattern classification problems

T. Nakashima, Y. Yokota, H. Ishibuchi

Journal of Advanced Computational Intelligence and Intelligent Informatics, 11(6) 546-553, 2007

Books and Other Publications

Computational Intelligence

Hisao Ishibuchi (Role: Editor)

UNESCO-EOLSS, Dec, 2015
Adaptation of scalarizing functions in MOEA/D: An adaptive scalarizing function-based multiobjective evolutionary algorithm

Lecture Notes in Computer Science 5467: Evolutionary Multi-Criterion Optimization - EMO 2009, Springer, Berlin, 2009
Computational Intelligence: Collaboration, Fusion and Emergence(jointly worked) Part:Multiobjective Genetic Fuzzy Systems

Springer, Berlin, 2009
Multi-Objective Memetic Algorithms(jointly worked) Part:Implementation of Multiobjective Memetic Algorithms for Combinatorial Optimization Problems: A Knapsack Problem Case Study

Springer, Berlin, 2009
Memeticアルゴリズム(共著)

計測と制御, 2008
Use of local ranking in cellular genetic algorithms with two neighborhood structures

Lecture Notes in Computer Science 5361: Simulated Evolution and Learning, Springer, Berlin, 2008
Parallel approaches for multiobjective optimization

Lecture Notes in Artificial Intelligence 5252: Multiobjective Optimization: Interactive and Evolutionary Approaches, Springer, Berlin, 2008
Effects of diversity measures on the design of ensemble classifiers by multiobjective genetic fuzzy rule selection with a multi-classifier coding scheme

Lecture Notes in Artificial Intelligence 5271: Hybrid Artificial Intelligence Systems - HAIS 2008, Springer, Berlin, 2008
Use of heuristic local search for single-objective optimization in multiobjective memetic algorithms

Lecture Notes in Computer Science 5199: Parallel Problem Solving from Nature - PPSN X, Springer, Berlin, 2008
Examining the effect of elitism in cellular genetic algorithms using two neighborhood structures

Lecture Notes in Computer Science 5199: Parallel Problem Solving from Nature - PPSN X, Springer, Berlin, 2008
Computational Intelligence: A Compendium(jointly worked) Part:Evolutionary Multiobjective Design of Fuzzy Rule-based Classifiers

Springer, Berlin, 2008
Multi-objective Evolutionary Algorithms for Knowledge Discovery from Databases(jointly worked) Part:Evolutionary Multiobjective Rule Selection for Classification Rule Mining

Springer, Berlin, 2008
Multi-Objective Problem Solving from Nature: From Concepts to Applications(jointly worked) Part:Multiobjective Classification Rule Mining

Springer, Berlin, 2008
進化型多目的最適化(共著)

メタヒューリスティクスと応用電気学会, 2007
Memeticアルゴリズム(共著)

メタヒューリスティクスと応用電気学会, 2007
Prescreening of candidate rules using association rule mining and Pareto-optimality in genetic rule selection

Lecture Notes in Computer Science 4693: Knowledge-Based Intelligent Information and Engineering Systems - KES 2007, Springer, Berlin, 2007
Optimization of scalarizing functions through evolutionary multiobjective optimization

Lecture Notes in Computer Science 4403: Evolutionary Multi-Criterion Optimization - EMO 2007, Springer, Berlin, 2007
Hybrid Evolutionary Algorithms(edited)

Springer, Berlin, 2007
Fuzzy Sets and Their Extensions: Representation, Aggregation and Models. Intelligent Systems from Decision Making to Data Mining, Web Intelligence and Computer Vision(jointly worked) Part:Pattern Classification with Linguistic Rules

Springer, Berlin, 2007
Analysis and Design of Intelligent Systems using Soft Computing Techniques (Advances in Soft Computing 41)(jointly worked) Part:Use of Pareto-Optimal and Near Pareto-Optimal Candidate Rules in Genetic Fuzzy Rule Selection

Springer, Berlin, 2007

Presentations

370

Effects of including single-objective optimal solutions in an initial population on evolutionary multiobjective optimization

International Conference on Soft Computing and Pattern Recognition, 2009
Effects of the user of multiple fuzzy partitions on the search ability of multiobjective fuzzy genetics-based machine learning

International Conference on Soft Computing and Pattern Recognition, 2009
Effects of data reduction on the generalization ability of parallel distributed genetic fuzzy rule selection

9th International Conference on Intelligent Systems Design and Applications, 2009
Multiobjective genetic fuzzy systems - Accurate and interpretable fuzzy rule-based classifier design

9th International Conference on Intelligent Systems Design and Applications, 2009
Evolutionary Many-Objective Optimization by NSGA-II and MOEA/D with Large Populations

2009 IEEE International Conference on Systems, Man, and Cybernetics, 2009
Complexity, interpretability and explanation capability of fuzzy rule-based classifiers

2009 IEEE International Conference on Fuzzy Systems, 2009
Search ability of evolutionary multiobjective optimization algorithms for multiobjective fuzzy genetics-based machine learning

2009 IEEE International Conference on Fuzzy Systems, 2009
Generating single granularity-based fuzzy classification rules for multiobjective genetic fuzzy rule selection

2009 IEEE International Conference on Fuzzy Systems, 2009
Selecting a small number of representative non-dominated solutions by a hypervolume-based solution selection approach

2009 IEEE International Conference on Fuzzy Systems, 2009
Evolution of cooperative behavior in a spatial Iterated Prisoner’s Dilemma game with different representation schemes of game strategies

2009 IEEE International Conference on Fuzzy Systems, 2009
Evolutionary multiobjective optimization and fuzzy system design

2009 IEEE International Conference on Fuzzy Systems, 2009
Interactive fuzzy modeling by evolutionary multiobjective optimization with user preference

2009 IFSA World Congress and 2009 EUSFLAT Conference, 2009
Discussions on interpretability of fuzzy systems using simple examples

2009 IFSA World Congress and 2009 EUSFLAT Conference, 2009
Single-objective and multi-objective formulations of solution selection for hypervolume maximization

2009 Genetic and Evolutionary Computation Conference, 2009
Evolutionary multiobjective optimization and fuzzy system design

22nd International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE 2009), 2009
Effects of using two neighborhood structures on the performance of cellular evolutionary algorithms for many-objective optimization

2009 IEEE Congress on Evolutionary Computation, 2009
Hypervolume approximation using achievement scalarizing functions for evolutionary many-objective optimization

2009 IEEE Congress on Evolutionary Computation, 2009
Adaptation of scalarizing functions in MOEA/D: An adaptive scalarizing function-based multiobjective evolutionary algorithm

5th International Conference on Evolutionary Multi-Criterion Optimization, 2009
Interactive genetic fuzzy rule selection through evolutionary multiobjective optimization with user preference

2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2009
Empirical analysis of using weighted sum fitness functions in NSGA-II for many-objective 0/1 knapsack problems

11th International Conference on Computer Modelling and Simulation (UKSim 2009), 2009

Professional Memberships

Research Projects

進化型多目的最適化

その他の研究制度, 1994
Evolutionary Multiobjective Optimization

The Other Research Programs, 1994
ファジィ識別システムの設計に関する研究

その他の研究制度, 1990
遺伝的アルゴリズムの応用に関する研究

その他の研究制度, 1990
Design of Fuzzy Classification Systems

The Other Research Programs, 1990
Applications of Genetic Algorithms

The Other Research Programs, 1990
数値データからの知識獲得に関する研究

その他の研究制度, 1987
Knowledge Extraction from Numerical Data

The Other Research Programs, 1987