331 citations
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6 papers · 1 filter
Optimizing Container Loading and Unloading through Dual-Cycling and Dockyard Rehandle Reduction Using a Hybrid Genetic Algorithm
Md. Mahfuzur Rahman, Md Abrar Jahin, Md. Saiful Islam +1
This paper addresses the NP-hard problem of optimizing container handling at ports by integrating Quay Crane Dual-Cycling (QCDC) and dockyard rehandle minimization. We realized tha…
On Integrating Fuzzy Knowledge Using a Novel Evolutionary Algorithm
Nafisa Afrin Chowdhury, Murshida Khatun, M. M. A. Hashem
Fuzzy systems may be considered as knowledge-based systems that incorporates human knowledge into their knowledge base through fuzzy rules and fuzzy membership functions. The inten…
An Approach to Solve Linear Equations Using a Time-Variant Adaptation Based Hybrid Evolutionary Algorithm
A. R. M. Jalal Uddin Jamali, M. M. A. Hashem, Md. Bazlar Rahman
For small number of equations, systems of linear (and sometimes nonlinear) equations can be solved by simple classical techniques. However, for large number of systems of linear (o…
A New Distributed Evolutionary Computation Technique for Multi-Objective Optimization
Md. Asadul Islam, G. M. Mashrur-E-Elahi, M. M. A. Hashem
Now-a-days, it is important to find out solutions of Multi-Objective Optimization Problems (MOPs). Evolutionary Strategy helps to solve such real world problems efficiently and qui…
A Generalized Hybrid Real-Coded Quantum Evolutionary Algorithm Based on Particle Swarm Theory with Arithmetic Crossover
Md. Amjad Hossain, Md. Kawser Hossain, M. M. A. Hashem
This paper proposes a generalized Hybrid Real-coded Quantum Evolutionary Algorithm (HRCQEA) for optimizing complex functions as well as combinatorial optimization. The main idea of…
Distributed Evolutionary Computation: A New Technique for Solving Large Number of Equations
Moslema Jahan, M. M. A. Hashem, Gazi Abdullah Shahriar
Evolutionary computation techniques have mostly been used to solve various optimization and learning problems successfully. Evolutionary algorithm is more effective to gain optimal…