## 2 Software Architecture Models Evolution Study
\begin{table}
\begin{tabular}{p{113.8 pt} p{113.8 pt} p{113.8 pt} p{113.8 pt}} \hline \hline
**Architecture** & **Origin** & **Evolution** & **Current Application** \\ \hline Anthropomorphic Approach & This approach has deep roots in human-computer interaction and cognitive psychology. The aim is to create systems that better understand and adapt to human needs and preferences [4]. & Over the decades, this approach has evolved with advances in understanding humans that better understand and adapt to human needs and preferences [4]. & Our the decades, this approach has evolved with advances in understanding human psychology, ergonomics, and user-centered design [14]. & This approach is used in the design of user interfaces, virtual assistants, artificial intelligence systems, and robotics [15]. \\ \hline Predictive Modeling: ARCH & It has existed in various forms throughout history but has undergone rapid development with the advent of computing and access to large amounts of data [5; 6]. & With the advancement of statistical and machine learning techniques, predictive modeling has become a powerful tool for forecasting future events in a variety of domains [16]. & It is used in a wide range of applications, from weather prediction to product recommendations on e-commerce platforms. It is also fundamental in areas such as personalized medicine and financial risk management [17]. & Our the decades, researchers have developed a variety of cognitive architecture models to simulate human mental functions, such as perception, attention, memory, and reasoning. & Applied in decision support system training and simulation systems. Initially, it served as a sensory-interactive, goal-directed controller for a laboratory robot [25]. Over time, RCSs have evolved into an intelligent controller applicable to industrial robots, machine tools, intelligent manufacturing systems, automated mail facilities, stamp distribution systems, mining equipment, unmanned underwater vehicles, and unmanned ground vehicles [26; 27]. \\ \hline Hexagonal Architecture & Proposed by [PERSON] (early 2000s) to improve the design of complex software systems. The key distinction from others is the business logic separation from technical implementation details, making business logic easier to test, evolve, and change independently of the underlying technology [8]. & Proposed by [PERSON] (early 2000s) to improve the design of complex software systems. The key distinction from others is the business logic separation from technical implementation details, making business logic easier to test, evolve, and change independently of the underlying technology [8]. & Since its initial proposal, hexagonal architecture has gained popularity as an effective approach for creating scalable, flexible, maintainable, and easily testable software systems [13]. & Currently, hexagonal architecture is widely used in software development across a variety of domains, from web applications to embedded systems. It is especially popular in environments where high flexibility and adaptability to technological and business changes are required [13]. \\ \hline \hline \end{tabular}
\end{table} 
Table 1: Analysis of the different architecture evolutions, focusing on the anthropomorphic approach, predictive modeling, cognitive architecture, and hexagonal architecture. * Multidisciplinary analysis: Conduct a multidisciplinary analysis of the problem you are addressing, considering both the technical and cognitive/human aspects involved. This will help you better understand the context and the system's needs. * User-centered design: Utilize the anthropomorphic approach to design systems that better adapt to users' needs, expectations, and behaviors. This may include designing intuitive interfaces and considering emotional and cultural factors in human-computer interaction. * Cognitive modeling: Integrate cognitive models, inspired by cognitive architecture, to understand how users interact with and process information within the system.