[Knowledge-based AI] {ud409} Lesson 18: 18 - Analogical Reasoning

 

 

 

 

 

 

 

 

Need for Cross-Domain Analogy

 

should apply the laser light? kill the tumor and hurt the healthy tissue as well?

 

decompose

weaker lights

 

 

 

 

 Spectrum of Similarity

 

 

 

 

Process of Analogical Reasoning 

 Optional Reading : T-Square Resources (Analogical Reasoning 2.pdf)

 

 

 

 

 Analogical Retrieval

 

 

 

 

Three Types of Similarity 

 

 

 

 

 

 

 Analogical Mapping

 

Analogical Transfer

 

 

 

 

 

 Evaluation and Storage in Analogical Reasoning

 

 

 

 Design by Analogy

 

 

 

 

 Design by Analogy Retrieval

 

 

design a robot walking in the water

 

 

 

 

 Design by Analogy: Mapping & Transfer

 

 

 

 

 Design by Analogy: Evaluation & Storage

 

 

 

 

Advanced & Open Issues in Analogy