New Approach to Life in Intelligence, Function, and Art based on Evolutionary Computation

基于进化计算的智能、功能和艺术生活新途径

• 批准号: 06402060
• 负责人: HOSHINO Tsutomu
• 金额: $ 19.39万
• 依托单位: University of Tsukuba
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for General Scientific Research (A)
• 财政年份: 1994
• 资助国家: 日本
• 起止时间: 1994 至 1995
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-06402060/
• 关键词: Artificial Life; Emergence; Robot Behavior; Food Web; A Life Art; Extinction; Evolutionary Computation; 中立進化; 仮想現実; カオス; 分岐図; 人口生命; 遺伝的アルゴリズム; 進化; 自己組織; 分類子システム; 人工生命芸術; Artificial Life; Emergence; Robot Behavior; Food Web; A Life Art; Extinction; Evolutionary Computation; 中立進化; 仮想現実; カオス; 分岐図; 人口生命; 遺伝的アルゴリズム; 進化; 自己組織; 分類子システム; 人工生命芸術

Several research topics were investigated in this project : (1) Maze search, obstacle avoidance, and intelligent behavior acquired by neural networks and automata, (2) Animal behavior by the reinforcement learning using classifier systems with Genetic Algorithms, (3) Multi-agent construction in virtual environment, (4) Group behavior in collaborating work through computer, Origin of life research at the edge of chaos, (5) New A Life-Art in computer graphics. Especially, in robot navigation studies, colony formation by egrets, stability of trophic levels in food web, clear emergent behavior and structure were clearly noticed. Embedded behaviors in a very small-size automata and the extinction of species induced by the food chain are two remarkable findings in this research.Results have been published in a book from Shoukabo "Dreams and concerns of Artificial Life". These are also reported in the A Life-IV and V workshops. A Life-related graphic arts were displayd and demonstrated in many notable art exhibitions. The research topics were presented also at the "ALIFIESTA" held by the major members of this project. IPD-like game contests were also taken place at Univ.Tukuba and Keio Univ.every year, all of which demonstrated the high level activities of research projects carried out by University of Tsukuba.

Several research topics were investigated in this project : (1) Maze search, obstacle avoidance, and intelligent behavior acquired by neural networks and automata, (2) Animal behavior by the reinforcement learning using classifier systems with Genetic Algorithms, (3) Multi-agent construction in virtual environment, (4) Group behavior in collaborating work through computer, Origin of life research at the edge of chaos, (5) New A Life-Art in computer graphics.尤其是在机器人导航研究中，如白生的菌落形成，食物网络中营养水平的稳定性，清楚地注意到了明确的新兴行为和结构。在这项研究中，嵌入式行为和食物链引起的物种的灭绝和灭绝的嵌入式行为是这项研究的两个了不起的发现。分子已在Shoukabo“人造生活的梦想和关注点”的书中发表。这些在A Life-IV和V研讨会中也有报道。在许多著名的艺术展览中展示了与生活有关的图形艺术。研究主题也在该项目的主要成员持有的“ Alifiesta”上介绍。类似IPD的游戏竞赛也在Univ.Tukuba和Keio Univ。每一年举行，所有这些都证明了Tsukuba大学开展的研究项目的高级活动。