In the realm of Service Oriented Architecture (SOA) design principles, the concepts of Service Coupling, Service Cohesion, and Service Granularity play pivotal roles in shaping a robust and effective architectural framework. Service Coupling refers to the degree of interdependence between any two business processes. In the context of SOA, weak coupling is highly preferred as…
What Software Patterns (or Design Patterns) are and an introduction to the most common one
Software patterns, often referred to as design patterns, are a reusable and generalizable solution to a common problem that software developers face when designing and building software applications. Design patterns are essentially templates or blueprints for solving recurring design problems in a systematic and efficient way. Design patterns serve several important purposes in software development:…
On Genetic Algorithms as an Optimization Technique for Neural Networks
Genetic algorithms are an optimization technique inspired by the process of natural selection and genetics. In computer science, they are used to solve complex problems and find optimal solutions by mimicking the principles of evolution. A population of potential solutions is created and evolves over generations through the application of genetic operators such as selection,…