Simulated annealing - artificial intelligence, Computer Engineering

Simulated Annealing:

One way to get around the problem of local maxima, and related problems like ridges and plateaux in hill climbing is to allow the agent to go downhill to some extent. In virtual annealing - named just because of an analogy with cooling a liquid until it freezes  -  the agent chooses to consider a random move. Whether the move improves the evaluation function that it is always carried out. If the move doesn't improve the evaluation function, so the agent will carry out the move with some probability among of 0 and 1. The probability decreases as the move gets worse in terms of the evaluation function, so really bad moves are rarely carried out. This strategy can often nudge a search out of a local maximum and the search can be continue towards the global maximum.

Posted Date: 1/9/2013 7:32:41 AM | Location : United States







Related Discussions:- Simulated annealing - artificial intelligence, Assignment Help, Ask Question on Simulated annealing - artificial intelligence, Get Answer, Expert's Help, Simulated annealing - artificial intelligence Discussions

Write discussion on Simulated annealing - artificial intelligence
Your posts are moderated
Related Questions
Q. Explain Call and Return Statements? CALL:       CALL X    Procedure Call to procedure/function named X   CALL instruction causes the following to happen:  1.  Decre

Q. Explain about 4-bit adder-subtractor circuit? Subtraction operation on binary numbers can be obtained by succession of addition operations only it implies that to achieve su

Configure port A for the lower 4 bits to be inputs and the upper 4 bits to be outputs. The program should chase a logic one from Pa4 -> Pa7, depending upon the condition of Pa0-Pa3

What are the major functions of IO system?  i. Interface to the CPU and memory by the system bus.  ii. Interface to one or more IO devices by tailored data link.

Draw a neat labelled diagram of the OSI reference model for computer networks showing all the layers and the communication subnet boundary. The computer network consists of all

Biological Motivation : However remember there that in discussion first lecture is about how people have answered the question like: "How are we going to get an agent to proce

In the shared-memory programming model, tasks share a common address space, which they read and write asynchronously. Several mechanisms such as locks / semaphores may be used to c

Decision Trees: Visualize you only ever do four things at the weekend such as go shopping or watch a movie or play tennis and just stay in. In such case what you do depends on

What is a half-adder? Explain a half-adder with the help of truth-table and logic diagram. Ans. Half Adder: It is a logic circuit for the addition of two 1-bit numbers is term

What is  Functional Modelling  We know that Data flow modelling is an ordinary technique used for analysis of a problem in software engineering. It is very useful for analyzi