One aspect of a simulated annealing cooling schedule is the temperature. i. Explain the effect of having the starting temperature too high or too low. ii. Describe how you can decide on a suitable starting temperature. iii. Discuss how you can decide on a final temperature.

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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One aspect of a simulated annealing cooling schedule is the temperature.
i. Explain the effect of having the starting temperature too high or too low.
ii. Describe how you can decide on a suitable starting temperature.
iii. Discuss how you can decide on a final temperature.
iv. State the two possible states of the Current from the algorithms in Figure
Q5(a).
v. Determine the probability of accepting the following moves based on the
values given in the table assuming the problem is trying to maximise the
objective function. (Justify your answer)
Current
Neighbourhood
Current
Temperature
Evaluation
Evaluation
100
95
20
350
325
10
23
54
276
19
5
3
Transcribed Image Text:One aspect of a simulated annealing cooling schedule is the temperature. i. Explain the effect of having the starting temperature too high or too low. ii. Describe how you can decide on a suitable starting temperature. iii. Discuss how you can decide on a final temperature. iv. State the two possible states of the Current from the algorithms in Figure Q5(a). v. Determine the probability of accepting the following moves based on the values given in the table assuming the problem is trying to maximise the objective function. (Justify your answer) Current Neighbourhood Current Temperature Evaluation Evaluation 100 95 20 350 325 10 23 54 276 19 5 3
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