May 2024
Intermediate to advanced
609 pages
24h 17m
English
book
Introduction to Soft Computing: Neuro-Fuzzy and Genetic Algorithms
by Samir Roy, Udit Chakraborty
Content preview from Introduction to Soft Computing: Neuro-Fuzzy and Genetic Algorithms
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396 Introduction to Soft Computing
problems. A review of the basic search techniques is necessary for an understanding of the evolutionary
search strategies stated above. In this chapter we start with the concept of a state space. en the basic
state space search algorithm is presented and explained. Exhaustive search algorithms, e.g., breadth- rst
search, depth- rst search, depth- rst iterative deepening etc., are discussed which is followed by dis-
cussions on various heuristic search strategies. e principles underlying such techniques as best- rst
search, hill climbing, A / A
*
algorithm, AO
*
algorithm etc. are explained with appro ...
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