IIMA Hitoshi

J-GLOBAL         Last updated: Dec 28, 2018 at 18:46
 
Avatar
Name
IIMA Hitoshi
Affiliation
Kyoto Institute of Technology
Section
Graduate School of Science and Technology
Job title
Associate Professor
Degree
Doctor of Engineering(Kyoto Institute of Technology)

Research Areas

 
 

Education

 
 
 - 
1993
Electronics and Information Science, Graduate School, Division of Engineering and Design Science, Kyoto Institute of Technology
 
 
 - 
1991
Electrical Engineering, Faculty of Engineering and Design, Kyoto Institute of Technology
 

Published Papers

 
Nonlinear Optimization Method Based on Stochastic Gradient Descent for Fast Convergence
Takahiro Watanabe and Hitoshi Iima
Proceedings of IEEE International Conference on Systems, Man and Cybernetics   4188-4193   2018   [Refereed]
The Solution of Combinatorial Optimization Problems Based on Reinforcement Learning
Hiroki Nakajima and Hitoshi Iima
Proceedings of the 2017 International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence   78-82   2017   [Refereed]
Extension of Stochastic Gradient Descent Method for Nonlinear Optimization Problems with Summed Functions
Takahiro Watanabe and Hitoshi Iima
Proceedings of the 6th Asian Conference on Information Systems   37-42   2017   [Refereed]
Improving Generalization Ability in a Puzzle Game Using Reinforcement Learning
Hiroya Oonishi and Hitoshi Iima
Proceedings of IEEE Conference on Computational Intelligence in Games      2017   [Refereed]
Multiagent Reinforcement Learning Method Using Centralized Learning and Independent Learning
Takuma Akahane and Hitoshi Iima
Proceedings of the 6th Asian Conference on Information Systems   31-36   2017   [Refereed]
Operational Planning and Scheduling Problem in an Automatic Picking System as a Benchmark - Additional Case Data on Different Scales -
Hitoshi Iima and Yuji Koguma
Proceedings of the IEEJ International Workshop on Sensing, Actuation, Motion Control, and Optimization      2016   [Refereed]
A Model of Hopfield-Type Octonion Neural Networks and Existing Conditions of Energy Functions
Yasuaki Kuroe and Hitoshi Iima
Proceedings of the IEEE World Congress on Computational Intelligence   4426-4430   2016   [Refereed]
A Smart Framework Towards Providing Benefits for One and All
Teruhisa Hochin, Hiroki Nomiya, Hitoshi Iima and Morshed U. Chowdhury
Proceedings of the 4th International Conference on Applied Computing & Information Technology   129-132   2016   [Refereed]
A Method Based on a Genetic Algorithm for Classroom Seating Arrangements
Kazuhiro Shin-ike and Hitoshi Iima
SICE Journal of Control, Measurement, and System Integration   9(3) 144-150   2016   [Refereed]
Operational Planning and Scheduling Problem in an Automatic Picking System as a Benchmark
Hitoshi Iima, Yukihiro Kawano and Yuji Koguma
Proceedings of the IEEJ International Workshop on Sensing, Actuation, and Motion Control      2015   [Refereed]
Swarm Reinforcement Learning Methods Improving Certainty of Learning for a Multi-Robot Formation Problem
Hitoshi Iima and Yasuaki Kuroe
Proceedings of 2015 IEEE Congress on Evolutionary Computation   3026-3033   2015   [Refereed]
Genetic Algorithms for Student Grouping Problems
Hitoshi Iima and Kazuhiro Shin-ike
Proceedings of 2015 IEEE International Conference on Systems, Man and Cybernetics   2902-2907   2015   [Refereed]
Multi-Objective Reinforcement Learning for Acquiring All Pareto Optimal Policies Simultaneously - Method of Determining Scalarization Weights -
Hitoshi Iima and Yasuaki Kuroe
Proceedings of 2014 IEEE International Conference on Systems, Man and Cybernetics   890-895   2014   [Refereed]
Swarm Reinforcement Learning Method for a Multi-Robot Formation Problem
Hitoshi Iima and Yasuaki Kuroe
Proceedings of 2013 IEEE International Conference on Systems, Man and Cybernetics   2298-2303   2013   [Refereed]
Multi-Objective Reinforcement Learning Method for Acquiring All Pareto Optimal Policies Simultaneously
Yusuke Mukai, Hitoshi Iima and Yasuaki Kuroe
Proceedings of 2012 IEEE International Conference on Systems, Man and Cybernetics   1917-1923   2012   [Refereed]
A Method for Determining Classroom Seating Arrangements by Using a Genetic Algorithm
Kazuhiro Shin-ike and Hitoshi Iima
Proceedings of SICE Annual Conference   161-166   2011   [Refereed]
Swarm Reinforcement Learning Method for Multi-Agent Tasks -Solution of Dilemma Problems-
Shota Yamawake, Yasuaki Kuroe and Hitoshi Iima
Proceedings of SICE Annual Conference   905-910   2011   [Refereed]
Swarm Reinforcement Learning Methods for Problems with Continuous State-Action Space
Hitoshi Iima, Yasuaki Kuroe and Kazuo Emoto
Proceedings of 2011 IEEE International Conference on Systems, Man and Cybernetics   2173-2180   2011   [Refereed]
A Pairing Method in Collaborative Learning Based on Using a Neural Network and a Genetic Algorithm
Kazuhiro Shin-ike and Hitoshi Iima
Proceedings of World Conference on E-Learning in Corporate, Government, Healthcare & Higher Education      2011   [Refereed]
Models of Hopfield-Type Clifford Neural Networks and Their Energy Functions - Hyperbolic and Dual Valued Networks -
Yasuaki Kuroe, Shinpei Tanigawa and Hitoshi Iima
Proceedings of International Conference on Neural Information Processing   560-569   2011   [Refereed]
A Pairing Method in Collaborative Learning by Using a Genetic Algorithm
Kazuhiro Shin-ike and Hitoshi Iima
Proceedings of Computers and Advanced Technology in Education   32-36   2010   [Refereed]
Swarm Reinforcement Learning Method Based on Ant Colony Optimization
Hitoshi Iima, Yasuaki Kuroe and Shoko Matsuda
Proceedings of 2010 IEEE International Conference on Systems, Man and Cybernetics   1726-1733   2010   [Refereed]
Swarm Reinforcement Learning Method Based on an Actor-Critic Method
Hitoshi Iima and Yasuaki Kuroe
Proceedings of Eighth International Conference on Simulated Evolution and Learning   279-288   2010   [Refereed]
A Method for Development of Collaborative Learning by Using a Neural Network and a Genetic Algorithm
Kazuhiro Shin-ike and Hitoshi Iima
Proceedings of the 9th International Symposium on Autonomous Decentralized Systems   417-422   2009   [Refereed]
A Method for Improving Paired Collaborative Learning Through Approaches of System Engineering
Kazuhiro Shin-ike and Hitoshi Iima
Proceedings of the 2009 American Society for Engineering Education Annual Conference & Exposition      2009   [Refereed]
A Method for Improving Paired Collaborative Learning Through Approaches of Computational Intelligence
Kazuhiro Shin-ike and Hitoshi Iima
Proceedings of ICROS-SICE International Joint Conference   4937-4942   2009   [Refereed]
Swarm Reinforcement Learning Algorithm Based on Particle Swarm Optimization Whose Personal Bests Have Lifespans
Hitoshi Iima and Yasuaki Kuroe
Proceedings of 16th International Conference on Neural Information Processing   169-178   2009   [Refereed]
Swarm Reinforcement Learning Algorithms Based on Sarsa Method
Hitoshi Iima and Yasuaki Kuroe
Proceedings of SICE Annual Conference   2045-2049   2008   [Refereed]
A Method for Improving Learning Effect by Using a Prediction Model and an Optimization Algorithm
Kazuhiro Shin-ike and Hitoshi Iima
Proceedings of SICE Annual Conference   2685-2690   2008   [Refereed]
Swarm Reinforcement Learning Algorithms Based on Particle Swarm Optimization
Hitoshi Iima and Yasuaki Kuroe
Proceedings of 2008 International Conference on Systems, Man and Cybernetics   1110-1115   2008   [Refereed]
An Inspection of A System for Improving Learning Abilities by Using A Neural Network and A Genetic Algorithm
Kazuhiro Shin-ike and Hitoshi Iima
Proceedings of the 2nd IEEE International Conference on E-Learning in Industrial Electronics   3479-3484   2008   [Refereed]
Swarm Reinforcement Learning Algorithms - Exchange of Information among Multiple Agents -
Hitoshi Iima and Yasuaki Kuroe
SICE Annual Conference 2007 Proceedings   2779-2784   2007   [Refereed]
A Development of a System for Improving Learning Abilities by Using a Neural Network and a Genetic Algorithm
Kazuhiro Shin-ike and Hitoshi Iima
Proceedings of the IASTED Asian Conference on Modelling and Simulation   105-110   2007   [Refereed]
Particle Swarm Optimization with Enhanced Autonomous Search Ability
Hitoshi Iima and Yasuaki Kuroe
Proceedings of the 7th International Conference on Optimization: Techniques and Applications      2007   [Refereed]
A Learning Method for Synthesizing Spiking Neural Oscillators
Yasuaki Kuroe and Hitoshi Iima
Proceedings of 2006 International Joint Conference on Neural Networks   7613-7617   2006   [Refereed]
Parallel Genetic Algorithm for a Multiobjective Rescheduling Problem
Hitoshi Iima
Proceedings of the 10th IASTED International Conference on Artificial Intelligence and Soft Computing   273-278   2006   [Refereed]
Reinforcement Learning through Interaction among Multiple Agents
Hitoshi Iima and Yasuaki Kuroe
Proceedings of SICE-ICASE International Joint Conference   2457-2462   2006   [Refereed]
A Computer-Aided Method of Stability Analysis and Stabilization for a Class of Switched Systems
Yasuaki Kuroe, Wataru Kishimoto and Hitoshi Iima
Proceedings of the 2005 International Power Electronics Conference   2157-2161   2005   [Refereed]
Genetic Algorithm Approach to Multiobjective Rescheduling on Parallel Machines
Hitoshi Iima
Preprints of the 16th World Congress of IFAC      2005   [Refereed]
Practicability of Autonomous Decentralized Scheduling Method for a Metal Mold Assembly Process
Hitoshi Iima, Norihisa Ichimi, Nobuo Sannomiya and Yasunori Kobayashi
IEICE Transactions on Communications   E83B(5) 1060-1066   2000   [Refereed]
An Autonomous Decentralized Scheduling Algorithm for a Scheduling Problem in a Metal Mould Assembly Process
Hitoshi Iima, Ryoichi Kudo, Nobuo Sannomiya and Yasunori Kobayashi
Journal of Intelligent Manufacturing   10(2) 161-167   1999   [Refereed]
Genetic Algorithm Approach to a Production Ordering Problem in an Assembly Process with Constant Use of Parts
Nobuo Sannomiya, Hitoshi Iima and Naoko Akatsuka
International Journal of Systems Science   25(9) 1461-1472   1994   [Refereed]

Conference Activities & Talks

 
Swarm Reinforcement Learning Method Based on Ant Colony Optimization
IEEE International Conference on Systems, Man and Cybernetics   2010   
Swarm Reinforcement Learning Method Based on an Actor-Critic Method
Eighth International Conference on Simulated Evolution and Learning   2010   
Swarm Reinforcement Learning Algorithm Based on Particle Swarm Optimization Whose Personal Bests Have Lifespans
16th International Conference on Neural Information Processing   2009   
A Method for Improving Paired Collaborative Learning Through Approaches of Computational Intelligence
ICROS-SICE International Joint Conference 2009   2009   
A Method for Improving Paired Collaborative Learning Through Approaches of System Engineering
American Society for Engineering Education Annual Conference & Exposition   2009   

Research Grants & Projects

 
Genetic Algorithm Approach to Combinatorial Optimization Problems
The Other Research Programs
Proposition of New Methods for Scheduling Problems in Manufacturing Systems
The Other Research Programs
Swarm Reinforcement Learning Algorithms
New Methods Based on Paritcle Swarm Optimization