A combinatorial optimization technique using genetic algorithm :a case study in machine layout problem

QR Code

A combinatorial optimization technique using genetic algorithm :a case study in machine layout problem

Solving Combinatorial Optimization Problem is significant a s it abounds in our daily lives. However, it is impractical to solve combinatorial optimization problems by exploring all the possible solutions due to combinatorial explosion. Genetic Algorithms (GAs) are a powe...

Full description

Bibliographic Details
Main Author:	Lau, Yung Siew.
Format:	Final Year Project Report / IMRAD
Language:	English English
Published:	Universiti Malaysia Sarawak, UNIMAS 2007
Subjects:	L Education (General) T Technology (General)
Online Access:	http://ir.unimas.my/id/eprint/6719/ http://ir.unimas.my/id/eprint/6719/1/A%20COMBINATORIAL%20OPTIMIZATION%20TECHNIQUE%20USING%20GENETIC%20ALGORITHM%2C%20A%20CASE%20STUDY%20IN%20MACHINE%20LAYOUT%20PROBLEM%2024%20pgs.pdf http://ir.unimas.my/id/eprint/6719/7/LAU%20SIEW%20YUNG.pdf

Similar Items

Fuzzy genetic algorithms for combinatorial optimisation problems
by: Varnamkhasti, Mohammad Jalali
Published: (2012)

Solving fuzzy-facilities layout problem using genetic algorithm
by: Purnomo, Muhammad Ridwan Andi, et al.
Published: (2013)

Optimised Crossover Genetic Algorithms for Combinatorial Optimisation Problems
by: Nazif, Habibeh
Published: (2010)

A genetic local tuning algorithm for a class of combinatorial networks design problems
by: Sayoud, H., et al.
Published: (2001)

A Multi-State Gravitational Search Algorithm for Combinatorial Optimization Problems
by: Ismail, Ibrahim, et al.
Published: (2015)

Genetic-local hybrid optimizer for solving advance layout problem
by: Taha, Imad, et al.
Published: (2006)

A discrete simulated kalman filter optimizer for combinatorial optimization problems
by: Suhazri Amrin, Rahmad
Published: (2022)

ABC Algorithm for Combinatorial Testing Problem
by: Alsewari, Abdulrahman A., et al.
Published: (2017)

Novel genetic algorithm towards implementing a lining-layout optimization strategy.
by: Md Badarudin, Ismadi, et al.
Published: (2010)

Angle Modulated Simulated Kalman Filter Algorithm for Combinatorial Optimization Problems
by: Zulkifli, Md. Yusof, et al.
Published: (2016)

A Comparative Evaluation of Swarm Intelligence Techniques for Solving Combinatorial Optimization Problems
by: Odili, Julius Beneoluchi, et al.
Published: (2017)

A kidney algorithm with elitism for combinatorial testing problem
by: Bahomaid, Ameen A., et al.
Published: (2020)

Combinatorial Black Hole Algorithm: A Metaheuristic Approach for Combinatorial Testing
by: Ibrahim, Izrulfizal Saufihamizal, et al.
Published: (2023)

Combinatorial Black Hole Algorithm: A Metaheuristic Approach for Combinatorial Testing
by: Ibrahim, Izrulfizal Saufihamizal, et al.
Published: (2023)

Combinatorial Black Hole Algorithm: A Metaheuristic Approach for Combinatorial Testing
by: Saufihamizal Ibrahim, Izrulfizal, et al.
Published: (2023)

Nomadic people optimizer for IoT combinatorial testing problem
by: Alsewari, Abdul Rahman Ahmed
Published: (2021)

Multi-objective optimization in single-row layout design using a genetic algorithm
by: Lenin, N., et al.
Published: (2012)

'Enhanced Direct and Indirect Genetic Algorithm Approaches for a Mall Layout and Tenant Selection Problem'
by: Aickelin, Uwe, et al.
Published: (2002)

Enhanced Direct and Indirect Genetic Algorithm Approaches for a Mall Layout and Tenant Selection Problem
by: Aickelin, Uwe, et al.
Published: (2002)

'Enhanced Direct and Indirect Genetic Algorithm Approaches for a Mall Layout and Tenant Selection Problem'
by: Aickelin, Uwe, et al.
Published: (2002)

Review on the parameter settings in harmony search algorithm applied to combinatorial optimization problems
by: Ahmed, Bilal, et al.
Published: (2022)

A hybrid kidney algorithm strategy for combinatorial interaction testing problem
by: Ameen Ali, Mohammed Ba Homaid
Published: (2022)

On Adopting Parameter Free Optimization Algorithms for Combinatorial Interaction Testing
by: Kamal Z., Zamli, et al.
Published: (2015)

An improved multi-state particle swarm optimization for discrete combinatorial optimization problems
by: Ismail, Ibrahim, et al.
Published: (2015)

Grammatical evolution hyper-heuristic for combinatorial optimization problems
by: Sabar, Nasar, et al.
Published: (2013)

Genetic algorithm to optimize routing problem modelled as the travelling salesman problem
by: Muhammad Azrul Faiz , Nor Adzmi
Published: (2013)

Multi-State Particle Swarm Optimization for Discrete Combinatorial Optimization Problem
by: Ismail, Ibrahim, et al.
Published: (2014)

A novel multi-state particle swarm optimization for discrete combinatorial optimization problems
by: Ismail, Ibrahim, et al.
Published: (2012)

Distance Evaluated Simulated Kalman Filter for Combinatorial Optimization Problems
by: Zulkifli, Md. Yusof, et al.
Published: (2015)

Distance evaluated simulated kalman filter with state encoding for combinatorial optimization problems
by: Zuwairie, Ibrahim, et al.
Published: (2018)

Continuous optimization and combinatorial optimization
by: Qi, L., et al.
Published: (2010)

Application of genetic algorithm methods to optimize flowshop sequencing problem
by: Mohd Fadil, Md Sairi
Published: (2008)

Global Optimum Distance Evaluated Particle Swarm Optimization for Combinatorial Optimization Problem
by: Ainizar, Mustapa, et al.
Published: (2016)

Comparative Study of Adaptive Elitism and Mutation Operators in Flower Pollination Algorithm for Combinatorial Testing Problem
by: Abdullah, Nasser, et al.
Published: (2018)

A Cuckoo Search Based Pairwise Strategy For Combinatorial Testing Problem
by: Kamal Z., Zamli, et al.
Published: (2015)

Multi-state PSO GSA for solving discrete combinatorial optimization problems
by: Ismail, Ibrahim
Published: (2016)

A hybrid ant colony algorithm for solving facility layout problems formulated as quadratic assignment problems
by: See, Phen Chiak
Published: (2008)

Crossover and mutation operators of real coded genetic algorithms for global optimization problems
by: Lim, Siew Mooi
Published: (2016)

A comprehensive study: Ant Colony Optimization (ACO) for Facility Layout Problem
by: Hasan, Raed Abdulkareem, et al.
Published: (2017)

Mathematical formulation of tabu search in combinatorial optimization
by: Ismail, Zuhaimy
Published: (2008)