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What is Industry 5.O?
Industry 5.O is a term used to describe the next phase of the industrial revolution, which focuses on the relationship between humans and machines in the manufacturing industry. It is a concept based on the advances of Industry 4.O, where it emphasized the integration of robotic systems, the Internet of Things (IoT) and the use of Big Data analytics to improve manufacturing processes. Industry 4.O is also known as the fourth industrial revolution and the fourth industrial revolution is making the business more automated and smarter.
What is Search Engine Optimization?
Search Engine Optimization is the process of increasing the quality of website traffic by increasing the visibility of website to the users of web search engine. SEO is a methodology of strategies, techniques and tactics used to increase the traffic of visitors to a website by obtaining a high ranking placement in search engine result page. SEO is fast and dynamic field. It is more than building the links and modifying the keywords to improve the organic search ranking to increase the ranking of business. One needs to keep track of emerging trends such as voice search, Algorithmic Changes, your audience and technological changes.
What is Sentiment Analysis ?
The concept of Sentiment Analysis is understood by combining the terms “Sentiment” and “Analysis”. The word sentiment represents feeling that can be joyful, confusing, irritating, distracting. The sentiments are the feelings based on certain attitudes and opinions rather than facts due to which sentiments are of subjective nature. The sentiment implies an emotion usually motivated by opinion or perception of a person. The psychologists attempts to present multitude of emotions classified into six distinct classes: joy, love, fear, sadness, surprise and anger. The emotions based on sadness and joy are experienced on daily basis at different levels. People are mainly concerned about sentiment analysis detecting a positive, negative or neutral response. The major significance of sentiment analysis is that every emotion is linked to human perception forming an ingrained part of all humans which means that every human has the potential to generate different opinions acting as a tool for Sentiment Analysis.
Brief Overview of Genetic Algorithm
Developed by John Holland in 1975.
*Genetic Algorithms (GAs) are search algorithms based on the mechanics of the natural selection process (biological evolution). The most basic concept is that the strong tend to adapt and survive while the weak tend to die out. That is, optimization is based on evolution, and the "Survival of the fittest" concept.
* GAs have the ability to create an initial population of feasible solutions, and then recombine them in a way to guide their search to only the most promising areas of the state space.
* Each feasible solution is encoded as a chromosome (string) also called a genotype, and each chromosome is given a measure of fitness via a fitness (evaluation or objective) function.
* The fitness of a chromosome determines its ability to survive and produce offspring. _ A finite population of chromosomes is maintained.