Robert Marks.org

EGR 5358

Introduction to Computational Intelligence

Distinguished Professor Robert J. Marks II

Text: Reed & Marks .

Homework

Intro

• IEEE History of Computational Intelligence 89 (pdf)
• R.J. Marks II, "Intelligence: Computational Versus Artificial," IEEE Transactions on Neural Networks, vol. 4, p 737 (September, 1993).
• Donald C. Wunsch Interviews Robert J. Marks II for the IEEE Computational Intelligence Society's History Committee

Fuzzy

• Zadeh's Paper
• cache
• Bezdek: Fuzzy models—What are they, and why?
• Fuzzy Inference Engines

  • Introduction
  • ppt tutorial
  • norms & tnorms
  • Applications
• Disjunctive vs Conjunctive System  
  • ppt (First 8 Slides)
• Resemblance
• Aggregation
• Klir & Folger first Chapters

Search & Learning

• Design by Search Example
  • Bipedal Design Video
  • Corresponding Paper
• High Level Intro to Search
• Conservation of Information
  • High Level Intro
  • paper
  • ppt [ v(WAY) | v(D&D)]
• Layered Perceptron (Amazon.com Link)
  • Intro ppt
  • Aps ppt
  • Inversion
  • Autoencoders
    • Implicit Learning
    • Missing Sensor Detection
• Genetic Algorithms (see Chapter 11 of Reed & Marks, Neural Smithing) x
• Particle Swarm Optimization, ppt (Marks) | pdf (Shi)
• Test Data
  • Rosenbrach Bananas
  • Other Test Function [Cache]
  • Fisher Iris Data   [Not Scaled | Scaled]
  • Pi
• Is this right?

Swarm Intelligence

• Reading
  • Harvard Swarm
  • Also of interest
    • Telecommunications
    • Swarm in the Military
• NeoSwarm.com
• Emergence
  • Protector/Peacemaker Swarm
    • Paper
    • Videos & Description
• Unexpected Emergence Paper
• Example Videos @ NeoSwarm.com
• Swarm Inversion
  • Disjunctive Control
  • Multi tasking swarm video with narration