Question

Basic Algorithms and Software for the Layout Problem in facilities design

Explain the advantages and disadvantages of construction, improvement, and hybrid algorithms.

Answer 1

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Below is a brief description of basic algorithms and software for the layout problem in facilities design along with the disadvantages and advantages of construction, improvement, and hybrid algorithms.

it is definitely true to say that the algorithms are the step by step procedure that are formed are designed in the thought of solving the particular problem that has been occurred. there are various algorithms and software that are formed for various problems to be solved but there are some several algorithms and software which are particularly design for the layout problem in facilities design such as:-

1) simulated annealing (SA):- it is a technique that is used to solve the problems related to layout in the facilities designed to make sure that the work takes place properly and finally without any obstacle or hindrance. This approach first to identify and determine the problem and then with the help of this approach the problem is solved.

2) genetic algorithm (GA):- genetic algorithm is a very famous kind of algorithm that is used to solve the problems with highly accurate answers. the answers or the solutions of the genetic algorithms are mostly based on the mutation, crossover, and selection.

Below following are the advantages of a hybrid:-

1) SOLVE THE PROBLEM:- these terms are very useful in solving the problem of any type of nature. These algorithms follow step by step procedure to solve the problem that has been occurred or arose.

2) HIGHLY ACCURATE:- the solutions which are provided by these algorithms are highly regulated and adequate for the kind of problem that has been arising and occurred.

Below following are the disadvantages of the hybrid algorithm:-

1) COMPLEX TO USE:- sometimes this type of algorithms can be complex to use as these have many procedures to be followed and it requires high skill and knowledge.

2) NOT HUNDRED PERCENT CORRECT:- sometimes the result which is obtained from these algorithms and 100% correct as there can be some sort of mistakes on minorities in these solutions.

Advantages of construction:- the biggest advantages of construction are that we can customize the layout and the program according to our preference. There is no rigidity to the modification of the layout and other features.

Advantages of the improvement:- we can modify the layout or the algorithm according to our wish we can improve their features and update them to the latest.

Disadvantages of construction:- it takes a lot of money and energy to construct the layout and customize it according to the reference of own.

The disadvantage of improvement:- it is very time-consuming and money consuming to improve and upgrade the layout or the other features to the latest.