A Fractal Analogy Approach to the Raven's Test of Intelligence

نویسندگان

  • Keith McGreggor
  • Maithilee Kunda
  • Ashok K. Goel
چکیده

We present a fractal technique for addressing geometric analogy problems from the Raven's Standard Progressive Matrices test of general intelligence. In this method, an image is represented fractally, capturing its inherent selfsimilarity. We apply these fractal representations to problems from the Raven's test, and show how these representations afford a new method for solving complex geometric analogy problems. We present results using the fractal algorithm on all 60 problems from the Standard Progressive Matrices version of the Raven's test.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Fractal Analogies: Preliminary Results from the Raven's Test of Intelligence

The geometric analogy problems of the Raven's Progressive Matrices tests of intelligence appear to require many of the information-processing elements that form the basis of computational theories of general creativity: imagistic representations and reasoning; pattern detection and abstraction; analogical mapping, transfer and instantiation, and so on. In our method of addressing the test, an i...

متن کامل

Fractal Analogies for General Intelligence

A theory of general intelligence must account for how an intelligent agent can map percepts into actions at the level of human performance. We describe a new approach to this percept-to-action mapping. Our approach is based on four ideas: the world exhibits fractal self-similarity at multiple scales, the design of mind reflects the design of the world, similarity and analogy form the core of in...

متن کامل

A Fractal Approach Towards Visual Analogy

We present a preliminary computational model of visual analogy that uses fractal image representations that rely only on the grayscale pixel values of input images, and are mathematical abstractions quite rigorously grounded in the theory of fractal image compression. We have applied this model of visual analogy to problems from the Raven’s Progressive Matrices intelligence test, and we describ...

متن کامل

Addressing the Raven's Progressive Matrices Test of "General" Intelligence

The Raven’s Progressive Matrices (RPM) test is a commonly used test of general human intelligence. The RPM is somewhat unique as a general intelligence test in that it focuses on visual problem solving, and in particular, on visual similarity and analogy. We are developing a small set of methods for problem solving in the RPM which use propositional, imagistic, and multimodal representations, r...

متن کامل

بررسی نقش و رابطه هوش با تحول اخلاقی پسران دوره دبیرستان (متوسطه دوم)

This study was conducted to determine the relationship between intelligence and moral development of boys in high school. Statistical population was high school boy students in Ilam who were selected from 90 statistical populations (45 students in ordinary schools and 45 in gifted students' schools). The samples were selected randomly divided into six groups of fifteen. The research method was ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2010