Algorithms are the engines that realize artificial intelligence. Algorithms are a series of clear instructions for solving problems. Algorithms represent a systematic method to describe the strategic mechanism for solving problems. In other words, they can handle certain standardized inputs within a limited time. Obtain the required output within time.
#Algorithms are the engines that enable artificial intelligence.
Algorithm
Algorithm refers to an accurate and complete description of a problem-solving solution. It is a series of clear instructions for solving problems. Algorithm represents a systematic approach. Describe the strategic mechanisms for solving the problem. In other words, it is possible to obtain the required output within a limited time for certain standardized inputs. If an algorithm is flawed or inappropriate for a problem, executing the algorithm will not solve the problem. Different algorithms may use different time, space, or efficiency to complete the same task. The quality of an algorithm can be measured by its space complexity and time complexity.
Instructions in an algorithm describe a computation that, when run, can start from an initial state and (possibly empty) initial input, go through a limited and clearly defined series of states, and finally produce an output and Stop at a final state. The transition from one state to another is not necessarily deterministic. Some algorithms, including randomized algorithms, contain random inputs.
The concept of formal algorithms originated in part from attempts to solve Hilbert's decision problems and took shape in subsequent attempts to define efficient computability or efficient methods. These attempts included the recursive functions proposed by Kurt Gödel, Jacques Herbrand, and Stephen Cole Crane in 1930, 1934, and 1935 respectively, the lambda calculus proposed by Alonzo Church in 1936, Emil Leon Post's Formulation 1 in 1936 and Alan Turing's Turing Machine in 1937. Even today, there are often cases where intuitive ideas are difficult to define as formal algorithms.
Artificial Intelligence
Artificial Intelligence (Artificial Intelligence), the English abbreviation is AI. It is a new technical science that studies and develops theories, methods, technologies and application systems for simulating, extending and expanding human intelligence.
Artificial intelligence is a branch of computer science that attempts to understand the nature of intelligence and produce a new intelligent machine that can respond in a manner similar to human intelligence. Research in this field includes robots, Language recognition, image recognition, natural language processing and expert systems, etc. Since the birth of artificial intelligence, the theory and technology have become increasingly mature, and the application fields have also continued to expand. It can be imagined that the technological products brought by artificial intelligence in the future will be the "containers" of human wisdom. Artificial intelligence can simulate the information process of human consciousness and thinking. Artificial intelligence is not human intelligence, but it can think like humans and may even exceed human intelligence.
Artificial intelligence is a very challenging science, and people engaged in this work must understand computer knowledge, psychology and philosophy. Artificial intelligence is a very broad science, which consists of different fields, such as machine learning, computer vision, etc. Generally speaking, a main goal of artificial intelligence research is to make machines capable of tasks that usually require human intelligence. Complex work. But different times and different people have different understandings of this "complex work". In December 2017, artificial intelligence was selected into the "Top Ten Buzzwords in Chinese Media in 2017".
The above is the detailed content of What is the engine that implements artificial intelligence?. For more information, please follow other related articles on the PHP Chinese website!