Journal of the Japanese Society for Artificial Intelligence
Vol.18 No.5(Sep. 2003)

CONTENTS

Special Issue:``Recent Progress in Genetic Algorithms ''
  Editors' Introduction to ``Recent Progress in Genetic Algorithms ''
	............................ Masayuki Yamamura, Hajime Kita and Isao Ono 477

  Advances in Real-Coded Genetic Algorithm Considering Probablistic 
  Distribution Estimation ................. Jun Sakuma and Shigenobu Kobayashi 479

  Perspective on Estimation of Distribution Algorithms
   --- Bayesian Optimization Algorithm and Its Hybridization ---
	..................... Setsuya Kurahashi, Yuji Katsumata and Takao Terano 487

  Multiobjective Design Optimization of Aircraft Configuration 
	....................................................... Shigeru Obayashi 495

  Application of Real-Coded Genetic Algorithm to Biological Research Fields
   --- Inference of Genetic Interactions in Large Scale Gene Networks ---
	.......................................... Masahiro Okamoto and Isao Ono 502

  Optimization of Uncertain Fitness Functions by Genetic Algorithms 
	.......................................... Hajime Kita and Yasuhito Sano 510


Special Issue:
``Machine Learning vs. Human Learning: Why Can't Machines Outsmart Humans ?''
  Editor's Introduction to 
  ``Machine Learning vs. Human Learning: Why Can't Machines Outsmart Humans ?''
	........................................................... Mutsumi Imai 517

  Various Approaches to Machine Learning
   --- Researchers'Map --- .................................. Hiroshi Yamakawa 519

  Machine Learning for Language Communication ................. Naoto Iwahashi 522

  Machine Learning and Human Learning
   --- From the Viewpoint of the Statistical Learning --- ........ Hideki Asoh 526

  Machine Learning in Computational Learning Theory ........... Hiroki Arimura 531

  Can a Machine Produce Appropriate New Concepts ? .......... Makoto Haraguchi 537

  Modeling of Children's Language Acquisition by Inductive Logic Programming
	........................................................ Koichi Furukawa 542

  Logical Approach to AI Using Learning ............................ Ken Satoh 546

  Learning in Cognitive Develepmental Robotics .................. Minoru Asada 550

  Can We Make Human Intelligence Clear by the Computational Model ? 
	......................................................... Hiroyuki Okada 555

  Acquisition of Internal Procedure by Reuse of Knowledge and Experience 
	.......................................................... Takashi Omori 559

  Toward a System That Learns Something Forever ............ Hitoshi Matsubara 564

  Multiple Processes for Decision-Making .................. Masamichi Sakagami 568

  Flexibility of Human Intelligence: What Machine Learning Suggests 
	........................................................... Etsuko Haryu 572

  Human and Machine Learning at Home ............................ Hisao Nojima 577

  Conditions for Language Learning to Be Symbol-Grounded ........ Mutsumi Imai 580


Survey Papers
  Efficient Construction and Use of Enumeration Algorithms (Part 3)
   --- Hard Enumeration Problems and Reverse Search --- .......... Takeaki Uno 586

  Lecture Series: New Trends in Linguistics for AI Reseachers to Learn From (2)
   Relevance Theory
     --- An Introduction to Cognitive Pragmatics --- ........... Tomoko Matsui 592


Technical Papers Abstract .................................................... 603