Shigenobu Kobayashi

According to our database, Shigenobu Kobayashi authored at least 83 papers between 1983 and 2013.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2013

A Powerful Genetic Algorithm Using Edge Assembly Crossover for the Traveling Salesman Problem.

Yuichi Nagata, Shigenobu Kobayashi

INFORMS J. Comput., 2013

2012

Theoretical foundation for CMA-ES from information geometric perspective

Youhei Akimoto, Yuichi Nagata, Isao Ono, Shigenobu Kobayashi

CoRR, 2012

Theoretical Foundation for CMA-ES from Information Geometry Perspective.

Youhei Akimoto, Yuichi Nagata, Isao Ono, Shigenobu Kobayashi

Algorithmica, 2012

2011

A new framework taking account of multi-funnel functions for Real-coded Genetic Algorithms.

Kento Uemura, Shun-ichi Kinoshita, Yuichi Nagata, Shigenobu Kobayashi, Isao Ono

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Adaptive Weighted Aggregation 2: More scalable AWA for multiobjective function optimization.

Naoki Hamada, Yuichi Nagata, Shigenobu Kobayashi, Isao Ono

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

On scalability of Adaptive Weighted Aggregation for multiobjective function optimization.

Naoki Hamada, Yuichi Nagata, Shigenobu Kobayashi, Isao Ono

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Proposal of distance-weighted exponential natural evolution strategies.

Nobusumi Fukushima, Yuichi Nagata, Shigenobu Kobayashi, Isao Ono

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Large-scale <i>k</i>-means clustering with user-centric privacy-preservation.

Jun Sakuma, Shigenobu Kobayashi

Knowl. Inf. Syst., 2010

Discussions of worker ants' rule-based CHC dealing with changing environments.

Akimoto Kamiya, Kazuya Abiko, Shigenobu Kobayashi

Appl. Soft Comput., 2010

A Memetic Algorithm for the Pickup and Delivery Problem with Time Windows Using Selective Route Exchange Crossover.

Yuichi Nagata, Shigenobu Kobayashi

Proceedings of the Parallel Problem Solving from Nature, 2010

Bidirectional Relation between CMA Evolution Strategies and Natural Evolution Strategies.

Youhei Akimoto, Yuichi Nagata, Isao Ono, Shigenobu Kobayashi

Proceedings of the Parallel Problem Solving from Nature, 2010

Natural Policy Gradient Methods with Parameter-based Exploration for Control Tasks.

Atsushi Miyamae, Yuichi Nagata, Isao Ono, Shigenobu Kobayashi

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Theoretical analysis of evolutionary computation on continuously differentiable functions.

Youhei Akimoto, Yuichi Nagata, Isao Ono, Shigenobu Kobayashi

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Guided Ejection Search for the Pickup and Delivery Problem with Time Windows.

Yuichi Nagata, Shigenobu Kobayashi

Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2010

Globally multimodal function optimization by Real-Coded Genetic Algorithms using traps.

Naoya Karatsu, Yuichi Nagata, Isao Ono, Shigenobu Kobayashi

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Adaptive weighted aggregation: A multiobjective function optimization framework taking account of spread and evenness of approximate solutions.

Naoki Hamada, Yuichi Nagata, Shigenobu Kobayashi, Isao Ono

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Exploitation-Oriented Learning PS-r#.

Kazuteru Miyazaki, Shigenobu Kobayashi

J. Adv. Comput. Intell. Intell. Informatics, 2009

Link analysis for private weighted graphs.

Jun Sakuma, Shigenobu Kobayashi

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Adaptation of expansion rate for real-coded crossovers.

Youhei Akimoto, Jun Sakuma, Isao Ono, Shigenobu Kobayashi

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

A new real-coded genetic algorithm using the adaptive selection network for detecting multiple optima.

Dan Oshima, Atsushi Miyamae, Jun Sakuma, Shigenobu Kobayashi, Isao Ono

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

Functional-Specialization Multi-Objective Real-Coded Genetic Algorithm: FS-MOGA.

Naoki Hamada, Jun Sakuma, Shigenobu Kobayashi, Isao Ono

Proceedings of the Parallel Problem Solving from Nature, 2008

Large-Scale k-Means Clustering with User-Centric Privacy Preservation.

Jun Sakuma, Shigenobu Kobayashi

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Proposal of Exploitation-Oriented Learning PS-r#.

Kazuteru Miyazaki, Shigenobu Kobayashi

Proceedings of the Intelligent Data Engineering and Automated Learning, 2008

Privacy-preserving reinforcement learning.

Jun Sakuma, Shigenobu Kobayashi, Rebecca N. Wright

Proceedings of the Machine Learning, 2008

Functionally specialized CMA-ES: a modification of CMA-ES based on the specialization of the functions of covariance matrix adaptation and step size adaptation.

Youhei Akimoto, Jun Sakuma, Isao Ono, Shigenobu Kobayashi

Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007

Reinforcement Learning for Penalty Avoidance in Continuous State Spaces.

Kazuteru Miyazaki, Shigenobu Kobayashi

J. Adv. Comput. Intell. Intell. Informatics, 2007

A genetic algorithm for privacy preserving combinatorial optimization.

Jun Sakuma, Shigenobu Kobayashi

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Uniform sampling of local pareto-optimal solution curves by pareto path following and its applications in multi-objective GA.

Ken Harada, Jun Sakuma, Shigenobu Kobayashi, Isao Ono

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Constraint-Handling Method for Multi-objective Function Optimization: Pareto Descent Repair Operator.

Ken Harada, Jun Sakuma, Isao Ono, Shigenobu Kobayashi

Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007

2006

An Evolutionary Algorithm for Optimizing Functions with UV Structures.

Hiroshi Takeichi, Isao Ono, Jun Sakuma, Shigenobu Kobayashi

Proceedings of the IEEE International Conference on Systems, 2006

Local search for multiobjective function optimization: pareto descent method.

Ken Harada, Jun Sakuma, Shigenobu Kobayashi

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Hybridization of genetic algorithm and local search in multiobjective function optimization: recommendation of GA then LS.

Ken Harada, Kokolo Ikeda, Shigenobu Kobayashi

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Instance-Based Policy Search using Binomial Distribution Crossover and Iterated Refreshment.

Chikao Tsuchiya, Kokolo Ikeda, Jun Sakuma, Isao Ono, Shigenobu Kobayashi

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Fusion of soft computing and hard computing for large-scale plants: a general model.

Akimoto Kamiya, Seppo J. Ovaska, Rajkumar Roy, Shigenobu Kobayashi

Appl. Soft Comput., 2005

An Effective Rule Based Policy Representation and its Optimization using Inter Normal Distribution Crossover.

Chikao Tsuchiya, Jun Sakuma, Isao Ono, Shigenobu Kobayashi

Proceedings of the Soft Computing as Transdisciplinary Science and Technology, 2005

Latent variable crossover for k-tablet structures and its application to lens design problems.

Jun Sakuma, Shigenobu Kobayashi

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Real-coded crossover as a role of kernel density estimation.

Jun Sakuma, Shigenobu Kobayashi

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Adaptive isolation model using data clustering for multimodal function optimization.

Shin Ando, Jun Sakuma, Shigenobu Kobayashi

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Fitness-based neighbor selection for multimodal function optimization.

Shin Ando, Shigenobu Kobayashi

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Sample based crowding method for multimodal optimization in continuous domain.

Shin Ando, Einoshin Suzuki, Shigenobu Kobayashi

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

Application of genetic algorithm to flight schedule planning.

Nobue Adachi, Makihiko Sato, Shigenobu Kobayashi

Syst. Comput. Jpn., 2004

Development of a reinforcement learning system to play Othello.

Kazuteru Miyazaki, Sougo Tsuboi, Shigenobu Kobayashi

Artif. Life Robotics, 2004

An angular distance dependent alternation model for real-coded genetic algorithms.

Osamu Takahashi, Shigenobu Kobayashi

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003

Moving target detection from infrared images using genetic algorithms.

Minoru Kikuchi, Hajime Kimura, Shigenobu Kobayashi

Syst. Comput. Jpn., 2003

Fusion of soft computing and hard computing for large-scale plants: an overview.

Akimoto Kamiya, Rajkumar Roy, Seppo J. Ovaska, Shigenobu Kobayashi

Proceedings of the IEEE International Conference on Systems, 2003

Fusion of soft computing and hard computing techniques for power energy system.

Akimoto Kamiya, Kazue Shimada, Masakazu Kato, Shigenobu Kobayashi

Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003

Independent constraint satisfaction and its application to sewerage system control.

Kokolo Ikeda, Akihiro Nagaiwa, Kei Aoki, Shigenobu Kobayashi

Proceedings of the IEEE Congress on Evolutionary Computation, 2003

2002

Theoretical proof of edge search strategy applied to power plant start-up scheduling.

Akimoto Kamiya, Kensuke Kawai, Isao Ono, Shigenobu Kobayashi

IEEE Trans. Syst. Man Cybern. Part B, 2002

Deterministic Multi-step Crossover Fusion: A Handy Crossover Composition for GAs.

Kokolo Ikeda, Shigenobu Kobayashi

Proceedings of the Parallel Problem Solving from Nature, 2002

k-tablet Structures and Crossover on Latent Variables for Real-Coded GA.

Jun Sakuma, Shigenobu Kobayashi

Proceedings of the Late Breaking papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), 2002

2001

Rationality of Reward Sharing in Multi-agent Reinforcement Learning.

Kazuteru Miyazaki, Shigenobu Kobayashi

New Gener. Comput., 2001

An adaptive neighboring search using crossover-like mutation for multi modal function optimization.

Osamu Takahashi, Shigenobu Kobayashi

Proceedings of the IEEE International Conference on Systems, 2001

Average-Reward Reinforcement Learning for Variance Penalized Markov Decision Problems.

Makoto Sato, Shigenobu Kobayashi

Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

Extrapolation-directed crossover for real-coded GA: overcoming deceptive phenomena by extrapolative search.

Jun Sakuma, Shigenobu Kobayashi

Proceedings of the 2001 Congress on Evolutionary Computation, 2001

Failure of Pareto-based MOEAs: does non-dominated really mean near to optimal?

Kokolo Ikeda, Hajime Kita, Shigenobu Kobayashi

Proceedings of the 2001 Congress on Evolutionary Computation, 2001

Reinforcement learning of walking behavior for a four-legged robot.

Hajime Kimura, Toru Yamashita, Shigenobu Kobayashi

Proceedings of the 40th IEEE Conference on Decision and Control, 2001

2000

Reinforcement learning for penalty avoiding policy making.

Kazuteru Miyazaki, Shigenobu Kobayashi

Proceedings of the IEEE International Conference on Systems, 2000

GA Based on the UV-Structure Hypothesis and Its Application to JSP.

Kokolo Ikeda, Shigenobu Kobayashi

Proceedings of the Parallel Problem Solving from Nature, 2000

Variance-Penalized Reinforcement Learning for Risk-Averse Asset Allocation.

Makoto Sato, Shigenobu Kobayashi

Proceedings of the Intelligent Data Engineering and Automated Learning, 2000

A Universal Generalization for Temporal-Difference Learning Using Haar Basis Functions.

Susumu Katayama, Hajime Kimura, Shigenobu Kobayashi

Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

A Real-Coded Genetic Algorithm using Distance Dependent Alternation Model for Complex Function Optimization.

Osamu Takahashi, Hajime Kita, Shigenobu Kobayashi

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Extrapolation-Directed Crossover for Job-shop Scheduling Problems: Complementary Combination with JOX.

Jun Sakuma, Shigenobu Kobayashi

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

1999

Adaptive-edge search for power plant start-up scheduling.

Akimoto Kamiya, Kensuke Kawai, Isao Ono, Shigenobu Kobayashi

IEEE Trans. Syst. Man Cybern. Part C, 1999

Multi-agent Reinforcement Learning for Crane Control Problem: Designing Rewards for Conflict Resolution.

Sachiyo Arai, Kazuteru Miyazaki, Shigenobu Kobayashi

Proceedings of the Fourth International Symposium on Autonomous Decentralized Systems, 1999

Efficient Non-Linear Control by Combining Q-learning with Local Linear Controllers.

Hajime Kimura, Shigenobu Kobayashi

Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27, 1999

Multi-parental extension of the unimodal normal distribution crossover for real-coded genetic algorithms.

Hajime Kita, Isao Ono, Shigenobu Kobayashi

Proceedings of the 1999 Congress on Evolutionary Computation, 1999

1998

Power plant start-up scheduling: a reinforcement learning approach combined with evolutionary computation.

Akimoto Kamiya, Hajime Kimura, Masayuki Yamamura, Shigenobu Kobayashi

J. Intell. Fuzzy Syst., 1998

An Analysis of Actor/Critic Algorithms Using Eligibility Traces: Reinforcement Learning with Imperfect Value Function.

Hajime Kimura, Shigenobu Kobayashi

Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), 1998

1997

k-Certainty Exploration Method: An Action Selector to Identify the Environment in Reinforcement Learning.

Kazuteru Miyazaki, Masayuki Yamamura, Shigenobu Kobayashi

Artif. Intell., 1997

Reinforcement Learning in POMDPs with Function Approximation.

Hajime Kimura, Kazuteru Miyazaki, Shigenobu Kobayashi

Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), 1997

A Real Coded Genetic Algorithm for Function Optimization Using Unimodal Normal Distributed Crossover.

Isao Ono, Shigenobu Kobayashi

Proceedings of the 7th International Conference on Genetic Algorithms, 1997

Edge Assembly Crossover: A High-Power Genetic Algorithm for the Travelling Salesman Problem.

Yuichi Nagata, Shigenobu Kobayashi

Proceedings of the 7th International Conference on Genetic Algorithms, 1997

An Efficient Genetic Algorithm for Reachability Problems.

Keiko Takahashi, Isao Ono, Hiroshi Satoh, Shigenobu Kobayashi

Proceedings of the 30th Annual Hawaii International Conference on System Sciences (HICSS-30), 1997

1996

Emergent Search on Double Circle TSPs Using Subgour Exchange Crossover.

Masayuki Yamamura, Isao Ono, Shigenobu Kobayashi

Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

Multi-Objective Optimization by Genetic Algorithms: A Review.

Hisashi Tamaki, Hajime Kita, Shigenobu Kobayashi

Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

A Genetic Algorithm for Job-Shop Scheduling Problems Using Job-Based Order Crossover.

Isao Ono, Masayuki Yamamura, Shigenobu Kobayashi

Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

1995

Reinforcement Learning by Stochastic Hill Climbing on Discounted Reward.

Hajime Kimura, Masayuki Yamamura, Shigenobu Kobayashi

Proceedings of the Machine Learning, 1995

An Efficient Genetic Algorithm for Job Shop Scheduling Problems.

Shigenobu Kobayashi, Isao Ono, Masayuki Yamamura

Proceedings of the 6th International Conference on Genetic Algorithms, 1995

1994

An Analysis of Crossover's Effect in Genetic Algorithms.

Masayuki Yamamura, Hiroshi Satoh, Shigenobu Kobayashi

Proceedings of the First IEEE Conference on Evolutionary Computation, 1994

1991

Knowledge Compilation and Refinement for Fault Diagnosis.

Shigenobu Kobayashi, Kotaro Nakamura

IEEE Expert, 1991

Case-Based Reasoning for Action Planning by Representing Situations at the Abstract Layers.

Toshihiko Yokogawa, Takefumi Sakurai, Akira Nukuzuma, Tomohiro Takagi, Shigenobu Kobayashi

Proceedings of the Fuzzy Logic and Fuzzy Control, 1991

An Augmented EBL and its Application to the Utility Problem.

Masayuki Yamamura, Shigenobu Kobayashi

Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991

1983

An interactive system for supporting multiobjective decision making.

Vilas Wuwongse, Shigenobu Kobayashi, Atsunobu Ichikawa

Autom., 1983