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Evolutionary Ann Design Using Improved Selection Method | Chapter 2 | New Approaches in Engineering Research Vol. 14

The examination of time-complexity is an important topic in Evolutionary Algorithms (EAs).

1. To calculate the mean EA hitting time, examine the idea of take-overtime. i.e., rather than a single operator pick, the concept of takeover time is broadened.

2. The generalisation is used to solve benchmark problems such as N-Bit parity. The time complexity in terms of number of generations is estimated for various input sizes N.

3. A statistical tool is used to create an empirical model for the suggested EA.

4. To determine the take-overtime, use the suitable selection procedure.


Author (S) Details

G. V. R. Sagar
G Pulla Reddy Engineering College (Autonomous), Kurnool, India.

M. Siva Sathyanarayana
Department of Electrical and Electronics, G. Pulla Reddy Engineering College Kurnool, AP., India.


View Book :- https://stm.bookpi.org/NAER-V14/article/view/3521


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