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+# Lambdas
+
+## What is a lambda?
+
+Lambdas are similar to functions; however, they are not identical. Specifically, they are
+[closures](<https://en.wikipedia.org/wiki/Closure_(computer_programming)>).
+
+In the following example a lambda is shown with a matching function.
+
+```cpp
+#include <iostream>
+
+void say_a()
+{
+    std::cout << "a" << "\n";
+}
+
+int main()
+{
+    auto say_b = [](){
+        std::cout << "b" << "\n";
+    };
+
+    say_a(); // prints a
+    say_b(); // prints b
+}
+
+```
+
+As is visible from the above code snippet a lot of the syntax of functions is shared with lambdas. Where lambdas shine
+is when used in algorithms. In the standard library there are algorithms that can have their behavior changed using
+something callable. Creating a whole function is often excessive, and we use lambdas instead:
+
+```cpp
+// A lambda that checks if the passed in letter is not equal to a.
+auto a_checker = [](char c) {
+    return c != 'a';
+    };
+
+
+// the function count_if is used together with the lambda a_checker to get the count of all letters that are not a.
+int non_a_amount = std::ranges::count_if("abcaabbac", a_checker);`
+```
+
+This code sample counts all cases where the lambda returns true, in this case if the latter is not 'a'.
+
+Another example is where we want to print each value in an array:
+
+```cpp
+#include <algorithm>
+#include <iostream>
+#include <vector>
+
+int main()
+{
+    std::vector<int> v{3, -4, 2, -8, 15, 267};
+
+    // Here is a lambda object, called print
+    auto print = [](const int& n) { std::cout << n << '\n'; };
+
+    // Here this lambda object in used the algorithm for each, where the lambda will be called for each
+    // iteration and print the value in the vector.
+    std::for_each(v.cbegin(), v.cend(), print);
+
+    // As a lambda is similar to a function, it can also be called it like a function. This will print 5
+    print(5);
+
+    return 0;
+}
+```
+
+## Structure of lambdas
+
+A lambda consists of at least three parts:
+
+- `[]`, the introducer, containing captures.
+- `()`, the parameters (optional in some cases).
+- `{}`, the body of the lambda.
+
+There are many further optional parts, but `[](){}` or `[]{}` are the bare minimum, depending on the language version.
+
+For a lambda, the return type does not need to be explicitly specified, unlike functions. The return type is deduced by
+the compiler. However trailing return type may be added to the lambda explicitly.
+
+```cpp
+// This lambda return an interger value
+[]() -> int {
+    return 5;
+};
+
+// equivalent to the following lambda
+[](){
+    return 5;
+};
+
+```
+
+### Parameters `()`
+
+The parameter part of a lambda is the exact same as the parameter list of a function. Here inputs of the lambda are
+specified.
+
+For example `[](int a, int b){}` is a lambda that takes in 2 integer values.
+
+### body `{}`
+
+The lambda body is the exact same as the body of the function. The body contains all the code that will be executed when
+the lambda is invoked.
+
+### Capture list
+
+As the name implies, the capture list allows values to be captured as the lambda is constructed. Unlike the parameters
+where we specify which values that are passed in when the lambda is invoked. This tends to be particularly common when
+external state is needed in a generic algorithm.
+
+Take for example a simple program where every number is multiplied with a number the user provides.
+
+```cpp
+#include <algorithm>
+#include <iostream>
+#include <vector>
+
+int main()
+{
+    std::vector<int> v{3, -4, 2, -8, 15, 267};
+
+    std::cout << "Please enter a number to multiply with";
+    int multiply_number = 0;
+    std::cin >> multiply_number;
+
+    // Here a lambda object is declared. The lambda capture the variable multiply_number so it can be used in the lambda. The lambda return the value of the passed in value with multiply_number.
+    auto func = [multiply_number](const int& n) {
+        return n * multiply_number;
+    };
+
+    // Here the lambda object in used in the algorithm transform. This algorithm takes a ranges to iterate over, an output destination (the begin of the same vector in this case) and the predicate (our lambda)
+    std::transform(v.cbegin(), v.cend(), v.begin(), func);
+
+    return 0;
+}
+```
+
+As is visible above have noticed that the lambda uses the same variable name inside the lambda as declared in main.
+These are actually not the same variables. The multiply_number in the lambda is a copy of the original in main. The
+example can be modified like this to give the variable a different name if so desired.
+
+```cpp
+auto func = [num = multiply_number](const int& n) {
+    return n * num;
+};
+```
+
+Here a copy is made of multiply_number called num. The type does not need to be specified here.
+
+Making a copy of a value might be undesirable and thus it's also possible to capture the variable as a reference. Now no
+copy is made of multiply_number.
+
+```cpp
+auto func = [&multiply_number](const int& n) {
+    return n * multiply_number;
+};
+```
+
+This syntax can be mixed to capture multiple variables.
+
+```cpp
+int a = 1;
+int b = 2;
+int c = 3;
+auto func = [a, &b, d = c](const int& n) {
+    return a + b + d;
+};
+```
+
+Here `a` is captured by value, `b` as a reference and `c` as a copy into the variable `d` in the lambda.
+
+As is visible the capture list here is getting rather long. Luckily there are some special values that can help keep the
+lambda small. `=` Can be used captures all used variables in the lambda by value, and `&` captures all variables as a
+reference.
+
+```cpp
+int a = 1;
+int b = 2;
+int c = 3;
+int d = 4;
+// a,b, c are copied into the lambda. d is not copied as it's not used.
+auto func = [=](const int& n) {
+    return a + b + c;
+};
+
+// a,b, c are captured as a reference into the lambda.
+auto func2 = [&](const int& n) {
+    return a + b + c;
+};
+```
+
+This can also be mixed with the syntax learned above to capture specifically by reference or value. So for example by
+default a copies can be made except the specific value that is captured as a reference.
+
+```cpp
+int a = 1;
+int b = 2;
+int c = 3;
+int d = 4;
+// a,b are copied into the lambda. d is not copied as it's not used. and c is captured as a reference into the lambda.
+auto func = [=, &c](const int& n) {
+    return a + b + c;
+};
+```
+
+## `this` keyword
+
+The lambda has 1 additional special keyword called `this`. This keyword might sound familiar with this keyword if you
+have worked with classes before. For lambdas however the meaning is slightly different. By specifying this into the
+lambda capture list the lambda is given access to the class variables as if it where part of the parent class itself.
+That also means even private variables can be accessed.
+
+```cpp
+#include <iostream>
+
+class Foo
+{
+    private:
+    int a = 5;
+
+    public:
+    void func(){
+        auto lambda = [this](){
+            // notice how the lambda can access the private member a here!
+            std::cout << a << "\n";
+        };
+
+        lambda();
+    }
+};
+
+int main(){
+    Foo obj;
+    obj.func();
+
+    return 0;
+}
+```
+
+Additional variables can be captured as well with the same rules as described in the previous chapter.
+
+```cpp
+#include <iostream>
+
+class Foo
+{
+    private:
+    int a = 5;
+
+    public:
+    void func(){
+        int b = 1;
+        int c = 2;
+
+        // b is captured as a copy, and c is captured by reference.
+        auto lambda = [this, b, &c](){
+            // notice how the lambda can access the private member a here! as well as the local variable b and c
+            std::cout << a << " " << b << " " << c << "\n";
+        };
+
+        lambda();
+    }
+};
+
+int main(){
+    Foo obj;
+    obj.func();
+
+    return 0;
+}
+```