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國立勤益技術學院 生產系統工程與管理研究所碩士班 九十四學年度教學內容綱要 開課年級 碩士班 開課學期 科目名稱 人工智慧演算法 授課教師 王 樹 上 預修課程 None 修 別 選修 學分數 學分數 3/3 仁 教 科 書 Selected Reading Papers ; Assigned Browsing Web-sites Swarm Intelligence: From Natural to Artificial Systems 參 考 書 By Eric Bonabeau, Marco Dorigo, and Guy Theraulaz 評量方式 內 容 綱 要 Case Solving Term Project 30% 30% Paper Reading Presentation 30% Class Participation 10% History of Artificial Intelligence (AI) Neural Network Models (NN) Genetic Algorithms (GA) Simulated Annealing (SA) 21 century new era of Artificial Life (AL) Swarm Intelligence (SI) Ant Colony Optimization (ACO) Particle Swarm Optimization (PSO) Cases Solving by using Package & Internet Demo System National Chin-Yi Institute of Technology Institute Of Production System Engineering and Management(Research) Year of 94 syllabus of teaching abstract Year Course First Semester ■Fall □Spring Artificial Intelligence Pre-taking Course none Required ■ Optional Optional Credit Hour 3/3 Instructo Associate Professor Dr. Shu-Jen Wang r Textbook Selected Papers ; Assigned Browsing Web-sites Intelligence: From Natural to Artificial Systems Reference Swarm By Eric Bonabeau, Marco Dorigo, and Guy Theraulaz Scoring Case Solving Term Project Syllabus 30% 30% Paper Reading Presentation 30% Class Participation 10% History of Artificial Intelligence (AI) Neural Network (NN) Models Genetic Algorithms (GA) Simulated Annealing (SA) 21 century new era of Artificial Life (AL) Swarm Intelligence (SI) Ant Colony Optimization (ACO) Particle Swarm Optimization (PSO) Cases Solving by using Package & Internet Demo System