Basics 2 min read
Fuzzy Logic Systems Architecture
It has four main parts as shown − ● Fuzzification Module − It transforms the system inputs, which are crisp numbers, into fuzzy…
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Basics 2 min read
Fuzzy Logic Systems
Fuzzy Logic Systems (FLS) produce acceptable but definite output in response to incomplete, ambiguous, distorted, or inaccurate (fuzzy) input. What…
Basics 1 min read
Travelling Salesman Problem
In this algorithm, the objective is to find a low-cost tour that starts from a city, visits all cities en-route…
Basics 1 min read
Simulated Annealing
Annealing is the process of heating and cooling a metal to change its internal structure for modifying its physical properties.…
Basics 2 min read
Local Search Algorithms
They start from a prospective solution and then move to a neighboring solution. They can return a valid solution even…
Basics 2 min read
Informed (Heuristic) Search Strategies
To solve large problems with large number of possible states, problem-specific knowledge needs to be added to increase the efficiency…
Basics 1 min read
Comparison of Various Algorithms Complexities
Let us see the performance of algorithms based on various criteria − Criterion Breadth First Depth First Bidirectional Uniform Cost…
Basics 3 min read
Brute-Force Search Strategies
They are most simple, as they do not need any domain-specific knowledge. They work fine with small number of possible…
Basics 2 min read
Search Terminology
● Problem Space − It is the environment in which the search takes place. (A set of states and set of operators to…
Basics 1 min read
AI – Popular Search Algorithms
Searching is the universal technique of problem solving in AI. There are some single-player games such as tile games, Sudoku,…
Basics 2 min read
Properties of Environment
The environment has multifold properties − ● Discrete / Continuous − If there are a limited number of distinct, clearly defined, states of…
Basics 2 min read
Nature of Environments
Some programs operate in the entirely artificial environment confined to keyboard input, database, computer file systems and character output on a screen.…