A multi-objective auto-optimizing simulation method of residential layout design

2018 ◽  
Vol 35 (1) ◽  
pp. 78 ◽  
Author(s):  
Lei YUAN ◽  
Bingyao LI
Keyword(s):  
Simulation Method ◽  
Layout Design ◽  
Multi Objective

scholarly journals Multi Objective Simulated Annealing Approach for Facility Layout Design

2018 ◽  
Vol 3 (4) ◽  
pp. 365-380 ◽  
Author(s):  
Safiye Turgay
Keyword(s):  
Simulated Annealing ◽  
Objective Function ◽  
Material Handling ◽  
Simulated Annealing Algorithm ◽  
Facility Layout ◽  
Layout Design ◽  
Local Optima ◽  
Facility Layout Design ◽  
Multi Objective ◽  
Annealing Algorithm

Facility layout design problem considers the departments’ physcial layout design with area requirements in some restrictions such as material handling costs, remoteness and distance requests. Briefly, facility layout problem related to optimization of the layout costs and working conditions. This paper proposes a new multi objective simulated annealing algorithm for solving of the unequal area in layout design. Using of the different objective weights are generated with entropy approach and used in the alternative layout design. Multi objective function takes into the objective function and constraints. The suggested heuristic algorithm used the multi-objective parameters for initialization. Then prefered the entropy approach determines the weight of the objective functions. After the suggested improved simulated annealing approach applied to whole developed model. A multi-objective simulated annealing algorithm is implemented to increase the diversity and reduce the chance of getting layout conditions in local optima.

scholarly journals Facility layout design using a multi-objective interactive genetic algorithm to support the DM

2013 ◽  
Vol 32 (1) ◽  
pp. 94-107 ◽  
Author(s):  
Laura García-Hernández ◽  
Antonio Arauzo-Azofra ◽  
Lorenzo Salas-Morera ◽  
Henri Pierreval ◽  
Emilio Corchado
Keyword(s):  
Genetic Algorithm ◽  
Facility Layout ◽  
Layout Design ◽  
Interactive Genetic Algorithm ◽  
Facility Layout Design ◽  
Multi Objective

Cell formation and layout design with alternative routing: a multi-objective scatter search approach

2013 ◽  
Vol 14 (3) ◽  
pp. 269 ◽  
Author(s):  
M. Saeed Jabal Ameli ◽  
Mohammad Moshref Javadi ◽  
Behzad Bankian Tabrizi ◽  
Milad Mohammadi
Keyword(s):  
Scatter Search ◽  
Cell Formation ◽  
Layout Design ◽  
Multi Objective ◽  
Alternative Routing ◽  
Search Approach
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