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THE KNOWLEDGE LIBRARY

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Basics

Fuzzy Logic Systems Architecture

It has four main parts as shown − ●      Fuzzification Module − It transforms the system inputs, which are crisp numbers,…

July 15, 2021 · Rajil TL
Basics

Fuzzy Logic Systems

Fuzzy Logic Systems (FLS) produce acceptable but definite output in response to incomplete, ambiguous, distorted, or inaccurate (fuzzy)…

July 15, 2021 · Rajil TL
Basics

Travelling Salesman Problem

In this algorithm, the objective is to find a low-cost tour that starts from a city, visits all…

July 15, 2021 · Rajil TL
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 TL
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 TL
Basics

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 TL
Basics

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 TL
Basics

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 TL
Basics

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 TL