Introduction to Combinatory Logic – #SoME2

Malta Mathematical Society
16 Aug 202229:48
EducationalLearning
32 Likes 10 Comments

TLDRThis script delves into combinatory logic, a mathematical system that allows for the creation of computer programs using just two fundamental functions, S and K. It explains the concept of combinators, starting with the basics like I, K, and S, and progressing to more complex constructs like the Y combinator for recursion. The script illustrates how to simulate common programming constructs like if-then statements, boolean values, ordered pairs, and natural numbers using combinators. It culminates in demonstrating the Fibonacci sequence program, showcasing the power of combinatory logic to simulate any program behavior, and introduces the Iota combinator as a universal combinator capable of expressing any program.

Takeaways
  • 😀 Combinatory logic was invented by Moses Schönfinkel in 1920 as a way to eliminate the need for variables by using combinators with specific behaviors.
  • 🔍 The simplest combinator 'I' acts as an identity function, doing nothing and simply passing through its input.
  • 🔄 The 'K' combinator takes two inputs and returns the first, regardless of the second, demonstrating a basic form of function composition.
  • 🔗 Combinators can be combined to create new behaviors, such as 'N' which is defined as 'KI' and has the behavior of returning the second input.
  • 🌐 Lazy evaluation is a key concept in combinatory logic, where evaluation of inner expressions is postponed until necessary.
  • 🔠 The 'B', 'C', and 'S' combinators are fundamental in creating more complex behaviors and can simulate any program behavior when used with 'K' and 'I'.
  • 🔄 The 'Y' combinator, discovered by Haskell Curry and Alan Turing, is essential for simulating recursion and self-reference in programs.
  • 🔢 Combinatory logic can simulate data structures like boolean values, ordered pairs, and natural numbers, which are crucial for programming.
  • 🔄 The 'apply' function allows for the repeated application of a function, a behavior that can be simulated using combinatory logic and is key for iterative processes.
  • 📚 The script demonstrates the conversion of a Fibonacci sequence generator into combinatory logic, showcasing the power of this approach.
  • 🌟 The 'Iota' combinator, discovered by Chris Barker, is a universal combinator from which any other combinator can be derived, making it a one-stop solution for any program.
Q & A
  • What is the Fibonacci sequence?

    -The Fibonacci sequence is a series of numbers where each number is the sum of the two preceding ones, usually starting with 1 and 1. It goes 1, 1, 2, 3, 5, 8, 13, and so on.

  • What is combinatory logic?

    -Combinatory logic is a mathematical system invented by Moses Schönfinkel in 1920. It solves the problem of keeping track of variables in a language by getting rid of variables altogether. It uses combinators that have certain behaviors to perform computations.

  • What is the identity combinator?

    -The identity combinator, denoted as 'i', is the simplest combinator in combinatory logic. It does nothing but return its input unchanged.

  • What is the behavior of the combinator 'k'?

    -The combinator 'k' takes two objects and returns the first one. For example, if you have 'k i x y', it reduces to 'i y', which further reduces to 'y'.

  • How does combinatory logic avoid the use of variables?

    -Combinatory logic avoids variables by using combinators that can be combined to create new behaviors. Programs are represented as strings of combinators, and their behavior is defined by how these combinators interact.

  • What is lazy evaluation in the context of combinatory logic?

    -Lazy evaluation is a strategy where the evaluation of expressions in inner brackets is postponed until there are no outer expressions that can be worked out. This means that the first combinator in each step is executed, ignoring the others.

  • What are the three basic combinators mentioned in the script?

    -The three basic combinators mentioned in the script are 'b', 'c', and 's'. They are used to perform function composition, carrying, and simultaneous application of functions, respectively.

  • What is a fixed point combinator?

    -A fixed point combinator, like 'y', is a combinator that can be used to create a loop or recursion in a program. It outputs a fixed point for a function, meaning that 'y f' reduces to 'f of y f'.

  • How can natural numbers be simulated using combinatory logic?

    -Natural numbers can be simulated using ordered pairs in combinatory logic. Zero is represented as 'i', one as 'pair false zero', two as 'pair false one', and so on. The function 'next' is used to represent the successor of a number.

  • What is the purpose of the 'apply' function in the context of the Fibonacci program?

    -The 'apply' function is used to apply a function n times to some input x. It is crucial for the Fibonacci program as it helps in generating the sequence by repeatedly applying the 'next pair' function to the initial pair (0, 1).

  • What is the iota combinator and why is it significant?

    -The iota combinator, discovered by Chris Barker in 2001, is a universal combinator that can be used to write any program. It is significant because it shows that every combinator expression involving 's', 'k', and 'i' can be transformed into one involving only the iota combinator.

Outlines
00:00
📚 Introduction to Combinatory Logic and Fibonacci Sequence

This paragraph introduces the concept of combinatory logic, a system invented by Moses Schönfinkel in 1920 that eliminates the need for variables by using combinators. It explains the basic combinators 'i' (identity) and 'k', and how they can be combined to form new behaviors, like the 'n' combinator. The paragraph also sets the stage for a discussion on how any computer program, including one that calculates the Fibonacci sequence, can be written using just two functions, 's' and 'k'. The Fibonacci sequence is briefly mentioned as an example of a program that will be discussed in the video.

05:03
🔍 Deep Dive into Combinator Behaviors and Function Composition

The second paragraph delves deeper into the behaviors of combinators 'b', 'c', and 's', which are used to perform function composition and carrying. It explains how these combinators can manipulate functions and their inputs to achieve different behaviors, such as applying one function to the result of another. The paragraph also provides examples of how these combinators can be used to create new ones with specific behaviors, like 'ci', 'sbi', 'skk', and 'sks', demonstrating that any program can be written using just 's', 'k', 'i', 'b', and 'c'. It concludes with the idea that since 'i', 'b', and 'c' can be expressed in terms of 's' and 'k', any program can be written using just two combinators.

10:10
🔄 Exploring Recursion and Fixed Point Combinators

This paragraph discusses the concept of recursion in programming and introduces the fixed point combinator 'y', which is essential for simulating recursive behavior in combinatory logic. It explains that 'y' allows a function to refer to itself without causing an infinite loop, and provides two different combinator expressions for 'y' discovered by Haskell Curry and Alan Turing. The paragraph also illustrates how to use 'y' to create a combinator expression for a self-referential function, using a modified version of a given function to avoid direct recursion.

15:17
🌐 Simulating Data Structures with Combinatory Logic

The fourth paragraph explores how to simulate basic data structures like boolean values, ordered pairs, and natural numbers using combinatory logic. It describes how to represent true and false, and how to define logical operations like 'not'. The paragraph also explains how to simulate ordered pairs and access their elements, as well as how to represent natural numbers using pairs and the 'next' function. It discusses the concept of 'apply', a function that applies another function 'n' times to an input 'x', and how it can be defined using the 'y' combinator due to its self-referential nature.

20:17
🔢 Implementing the Fibonacci Sequence with Combinators

This paragraph focuses on implementing the Fibonacci sequence using combinatory logic. It describes a function that takes two consecutive terms of the sequence and outputs the next two terms. The paragraph explains how to apply this function 'n' times to the initial pair (0,1) to obtain the nth number in the Fibonacci sequence. It also discusses the representation of numbers and the 'next pair' function, which is crucial for generating the sequence. The paragraph concludes with the expression for the Fibonacci program in terms of the basic combinators 's', 'k', 'i', 'b', and 'c'.

25:20
🌟 The Universal Combinator and Fibonacci Program Conclusion

The final paragraph introduces the iota combinator, a universal combinator discovered by Chris Barker that can replace any other combinator in a program. It demonstrates that the iota combinator can be used to express all other combinators, making it possible to write any program using just iota. The paragraph also shows how the Fibonacci program can be written using the iota combinator. The video concludes with a thank you message from the creators, Alexander Faruja and Georgio Grigolo, who express their desire to share the basics of combinatory logic with the world.

Mindmap
Keywords
💡Combinatory Logic
Combinatory logic is a mathematical system introduced by Moses Schönfinkel in 1920 that eliminates the need for variables by using combinators. These are functions with specific behaviors that can be combined to create more complex behaviors. In the video, combinatory logic is used to demonstrate how any computer program can be written using just a few basic combinators, such as S, K, I, B, and C. The concept is central to the video's theme of simplifying programming through logical constructs.
💡Identity Combinator (I)
The identity combinator, denoted as 'I', is a fundamental combinator in combinatory logic that acts as a placeholder or does nothing. It takes any input and returns it unchanged. In the script, 'I' is used to illustrate the simplest behavior in combinatory logic, such as in the expression 'I I' which reduces to 'I' by the behavior of the I combinator.
💡Combinator (K)
The combinator 'K' is another basic combinator in combinatory logic. It takes two inputs and always returns the first one, ignoring the second. The script uses 'K' to demonstrate how combinators can be combined to create new behaviors, such as 'K I X Y' which reduces to 'I Y' and then to 'Y', showing how 'K' ignores the second input.
💡Lazy Evaluation
Lazy evaluation is a strategy used in the script to explain how combinatory logic operates. It involves postponing the evaluation of expressions in inner brackets until there are no outer expressions that can be worked out. This concept is crucial in understanding how combinators reduce step by step, as seen in the reduction of 'N K K' to 'K' in the script.
💡Function Composition (B)
In combinatory logic, the combinator 'B' is used to represent function composition. It applies the second function 'g' to the input 'x', and then applies the first function 'f' to the result of 'g x'. The script uses 'B' to illustrate how functions can be composed in a sequence, which is a fundamental concept in programming and mathematics.
💡Currying (C)
The combinator 'C' in combinatory logic is used to demonstrate currying, a process where a function that takes multiple arguments is transformed into a sequence of functions that each take a single argument. In the script, 'C' is shown to apply 'f' to 'x' and then apply the result to 'g', effectively allowing functions to be treated as having only one input.
💡Fixed Point Combinator (Y)
The fixed point combinator 'Y' is a key concept in the script, used to handle recursion and self-reference in programs. It allows for the creation of a function that refers to itself, which is essential for simulating loops and recursive functions. The script explains how 'Y' can be used to create a combinator expression for a function that refers to itself, such as in the Fibonacci sequence example.
💡Boolean Values
Boolean values, represented as 'true' and 'false' in the script, are fundamental in programming and logic. They are used to control the flow of a program, such as in if-then statements. The script discusses how these values can be simulated in combinatory logic, allowing for conditional branching based on logical conditions.
💡Ordered Pairs
Ordered pairs, denoted as 'x comma y' in the script, are used to represent pairs of values in combinatory logic. The script explains how to simulate ordered pairs using combinators, allowing for the creation of data structures that can hold two distinct elements, which is essential for many programming tasks.
💡Natural Numbers
The concept of natural numbers is explored in the script through the use of combinatory logic. The script shows how to simulate natural numbers, starting from zero, using pairs and combinators. This simulation is crucial for understanding how basic data types can be represented and manipulated in a purely functional programming context.
💡Fibonacci Sequence
The Fibonacci sequence is a series of numbers where each number is the sum of the two preceding ones, often starting with 0 and 1. The script uses the Fibonacci sequence as an example to demonstrate how complex programs, such as generating a sequence, can be written using only combinators. This serves as a practical application of combinatory logic in programming.
💡Iota Combinator
The iota combinator, introduced in the script as a universal combinator, is a single combinator that can be used to write any program. Discovered by Chris Barker in 2001, it is shown to be equivalent to the combinators 'I', 'K', and 'S'. The script highlights the iota combinator as a powerful tool in combinatory logic, capable of simulating all other combinators.
Highlights

The function Fibonacci n produces the nth number in the Fibonacci sequence using a computer program written in Python.

Combinatory logic, invented by Moses Schönfinkel in 1920, solves the problem of tracking variables by eliminating them altogether.

Combinators are the building blocks in combinatory logic, with the simplest being 'i', the identity combinator.

The combinator 'k' takes two objects and returns the first one, while 'ki' returns the second one, demonstrating the combination of combinators.

Combinatory logic avoids variables by using a string of combinators to represent programs.

Lazy evaluation is used in combinatory logic, where the evaluation of inner expressions is postponed until no outer expressions remain.

The combinators 'b', 'c', and 's' are introduced, each performing different function compositions and carrying, allowing functions to be considered with only one input.

The combinators 'i', 'b', and 'c' can be expressed in terms of 's' and 'k', showing the potential for reducing the number of basic combinators needed.

Every program can be written using only the combinators 's', 'k', 'i', 'b', and 'c', but ultimately in terms of just 's' and 'k'.

The fixed point combinator 'y' is introduced, allowing for the simulation of functions that refer to themselves, which is crucial for recursion.

Two common expressions for the fixed point combinator 'y' are discussed, one discovered by Haskell Curry and the other by Alan Turing.

Boolean values 'true' and 'false' are simulated in combinatory logic, allowing for the creation of if-then statements.

The logical connective 'not' is defined and its behavior is demonstrated, showing how it can be compiled into combinators.

Ordered pairs are simulated using combinatory logic, allowing for the creation of data structures like pairs of numbers.

Natural numbers are represented and simulated in combinatory logic, with functions like 'zero' and 'next' defined to handle number operations.

The function 'apply' is introduced to simulate applying a function n times to an input, crucial for recursive functions like Fibonacci.

The Fibonacci program is finally written using combinatory logic, demonstrating the power of the 's' and 'k' combinators.

The iota combinator is introduced as a universal combinator, capable of writing any computer program by itself.

The video concludes by demonstrating how the Fibonacci program can be expressed using only the iota combinator.

Transcripts
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