Basics
Simulated Annealing
Annealing is the process of heating and cooling a metal to change its internal structure for modifying its…
July 15, 2021 · Rajil TLBasics
Basics
Local Search Algorithms
They start from a prospective solution and then move to a neighboring solution. They can return a valid…
July 15, 2021 · Rajil TLBasics
Informed (Heuristic) Search Strategies
To solve large problems with large number of possible states, problem-specific knowledge needs to be added to increase…
July 15, 2021 · Rajil TLBasics
Comparison of Various Algorithms Complexities
Let us see the performance of algorithms based on various criteria − Criterion Breadth First Depth First Bidirectional…
July 15, 2021 · Rajil TLBasics
Brute-Force Search Strategies
They are most simple, as they do not need any domain-specific knowledge. They work fine with small number…
July 15, 2021 · Rajil TLBasics
Search Terminology
● Problem Space − It is the environment in which the search takes place. (A set of states and set of…
July 15, 2021 · Rajil TLBasics
AI – Popular Search Algorithms
Searching is the universal technique of problem solving in AI. There are some single-player games such as tile…
July 15, 2021 · Rajil TLBasics
Properties of Environment
The environment has multifold properties − ● Discrete / Continuous − If there are a limited number of distinct, clearly defined,…
July 15, 2021 · Rajil TLBasics
Nature of Environments
Some programs operate in the entirely artificial environment confined to keyboard input, database, computer file systems and character output on…
July 15, 2021 · Rajil TLBasics
The Structure of Intelligent Agents
Agent’s structure can be viewed as − ● Agent = Architecture + Agent Program ● Architecture = the machinery that…
July 15, 2021 · Rajil TL