Multi-objective design of synthetic biological circuits

Multi-objective design of quantum circuits using genetic programming

Quantum computing is a new way of data processing based on the concept of quantum mechanics. Quantum circuit design is a process of converting a quantum gate to a series of basic gates and is divided into two general categories based on the decomposition and composition. In the second group, using evolutionary algorithms and especially genetic algorithms, multiplication of matrix gates was used...

A mathematical multi-objective model for treatment network design (physical-biological-thermal) using modified NSGA II

Today, sustainable development is one of the important issues in regard to the economy of a country. This issue magnifies the necessity for increased scrutiny towards issues such as environmental considerations and product recovery in closed-loop supply chains (CLSCs). The most important motivational factors influencing research on these topics can be considered in two general groups: environme...

Design principles of biological circuits

Design and Multi-Objective Optimization of Combinational Digital Circuits Using Evolutionary Algorithm with Multi-Layer Chromosomes

In the paper an application of evolutionary algorithm with multi-layer chromosomes to the design and multi-objective optimization of combinational digital circuits is presented. The optimization criterions are minimizations of: number of gates, number of transistors in the circuit, and circuit propagation time. Four combinational circuits, chosen from literature, are designed, and optimized usi...

Multi-objective design of fuzzy logic controller in supply chain

Unlike commonly used methods, in this paper, we have introduced a new approach for designing fuzzy controllers. In this approach, we have simultaneously optimized both objective functions of a supply chain over a two-dimensional space. Then, we have obtained a spectrum of optimized points, each of which represents a set of optimal parameters which can be chosen by the manager ...