Genetic algorithms (GA) are a type of evolutionary algorithm (EA) commonly used in computer science & operations research. They draw inspiration from the process of biological evolution to discover the best solutions for intricate problems. GAs make use of biologically-motivated operators like mutation, crossover & selection to iteratively improve candidate solutions over successive generations. Some … Read more
Amidst all the excitement surrounding Artificial Intelligence – such as robots and self-driving cars – it may be easy to overlook the impact it has on our daily lives. In reality, most of us come across Artificial Intelligence in some form almost every day. From checking our smartphones in the morning to watching a recommended … Read more
Artificial intelligence (AI) is transforming the way we tackle complicated issues & make choices. A key part of AI is local search algorithms, which are important for locating the best solutions for many different problems. In this piece, we will explore the idea of local search in AI – how it works, the different algorithms, … Read more
Since ChatGPT launched in November 2022, it’s been the subject of countless articles. Though the technology has received extensive media coverage, from CNET to CNBC, many people still don’t understand the details behind it. What exactly is ChatGPT and this “Generative AI” that’s being discussed? Will it replace Google? Can it provide accurate information? Most … Read more
Siri, Apple’s revolutionary digital assistant, has transformed the way we interact with our devices. Originally developed at SRI International, Siri became an integral part of millions of Apple products, reflecting major advancements in artificial intelligence and voice recognition technology. This in-depth look at Siri’s history, development, and evolution reveals its profound impact on today’s technological … Read more
Typically, there are certain criteria that show if a process is a good fit for automation using SolveXia. This list of criteria is not complete and meeting all the criteria is not required for a process to benefit from automation (for instance, a high cost of errors could be justification enough to automate). What does … Read more
Power BI is a suite of software tools and applications that work together to transform your disconnected data sources into clear, interactive, and visually compelling insights. Your data could be in an Excel file or a combination of on-premises and cloud data warehouses. Power BI enables you to easily connect to your data, identify important … Read more
Employers are looking for new ways to give employees a better work/life balance and higher retention levels. As a result, telecommuting is becoming more common. Telecommuting differs from a regular office job in many ways. It can greatly benefit employers and employees if the program thoughtfully addresses employee needs and business needs. However, there are … Read more
Robotic Process Automation (RPA) is revolutionizing process optimization and automation in an unprecedented way. Unlike previous technologies that were limited to specific systems, RPA can automate processes across multiple applications. With this expanded capability comes increased responsibility for institutionalizing RPA success. As Spiderman says, “with great power comes great responsibility.” What are the anticipated outcomes … Read more