Circuit minimization for Boolean functions

In Boolean algebra, circuit minimization is the problem of obtaining the smallest logic circuit (Boolean formula) that represents a given Boolean function or truth table. The unbounded circuit minimization problem was long-conjectured to be $\Sigma _{2}^{P}$ -complete, a result finally proved in 2008,^[1] but there are effective heuristics such as Karnaugh maps and the Quine–McCluskey algorithm that facilitate the process.

Purpose

The problem with having a complicated circuit (i.e. one with many elements, such as logic gates) is that each element takes up physical space in its implementation and costs time and money to produce in itself. Circuit minimization may be one form of logic optimization used to reduce the area of complex logic in integrated circuits.

Example

While there are many ways to minimize a circuit, this is an example that minimizes (or simplifies) a boolean function. Note that the boolean function carried out by the circuit is directly related to the algebraic expression from which the function is implemented.^[2] Consider the circuit used to represent $(A \wedge \bar{B}) \vee (\bar{A} \wedge B)$ . It is evident that two negations, two conjunctions, and a disjunction are used in this statement. This means that to build the circuit one would need two inverters, two AND gates, and an OR gate.

We can simplify (minimize) the circuit by applying logical identities or using intuition. Since the example states that A is true when B is false or the other way around, we can conclude that this simply means $A \neq B$ . In terms of logical gates, inequality simply means an XOR gate (exclusive or). Therefore, $(A \wedge \bar{B}) \vee (\bar{A} \wedge B) \iff A \neq B$ . Then the two circuits shown below are equivalent:

You can additionally check the correctness of the result using a truth table.

Digital electronics
Components	Combinational logic Integrated circuit (IC) Logic gate Sequential logic
Theory	Digital signal (electronics) Boolean algebra Logic synthesis Logic in computer science Computer architecture Digital signal (signal processing) Digital signal processing Circuit minimization Switching circuit theory
Design	Logic synthesis Register-transfer level Formal equivalence checking Synchronous logic Asynchronous logic Finite-state machine
Applications	Computer hardware Digital audio radio Digital photography Digital telephone Digital video cinema television Electronic literature
Design issues	Metastability Runt pulse

References

↑ Buchfuhrer, D.; Umans, C. (2011). "The complexity of Boolean formula minimization". Journal of Computer and System Sciences. 77: 142. doi:10.1016/j.jcss.2010.06.011. This is an extended version of the conference paper Buchfuhrer, D.; Umans, C. (2008). "The Complexity of Boolean Formula Minimization". Automata, Languages and Programming. Lecture Notes in Computer Science. 5125. p. 24. ISBN 978-3-540-70574-1. doi:10.1007/978-3-540-70575-8_3.
↑ M. Mano, C. Kime. "Logic and Computer Design Fundamentals" (Fourth Edition). Pg 54

Circuit minimization for Boolean functions

Purpose

Example

See also

References

Further reading