Search Results - ((solution exploration) OR (solution population)) techniques
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1
Metaheuristic techniques for conformational search
Published 2016“…These population-based probabilistic techniques explore conformational space by random perturbation of atomic Cartesian coordinates or the torsion angles of rotatable bonds. …”
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Article -
2
Improved elitist genetic algorithm for reactive power planning in power system / Mohamad Fadhil Mohd Kamal
Published 2010“…It may strike a fair balance between exploitation and exploration in achieving an acceptable optimum solution with an appropriate population composition. …”
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3
A study of the homotopy perturbation method in solving fisher’s equation / Muhammad Firdaus Sahim, Muhammad Hanif Mohd Dul Wan Ghazali and Isma Aliesya Iskandar
Published 2023“…By contrasting it with current numerical techniques and exact solutions when available, the convergence and accuracy of the HPM solution are evaluated. …”
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4
Development of heuristic methods based on genetic algorithm (GA) for solving vehicle routing problem
Published 2008“…Simulated Annealing is a global optimization technique which traverses the search space by generating neighboring solutions of the current solution. …”
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Monograph -
5
Enhanced Harris's Hawk algorithm for continuous multi-objective optimization problems
Published 2020“…The algorithm includes (i) a population update strategy which improves the movement of hawks in the search space, (ii) a parameter adjusting strategy to control the transition between exploration and exploitation, and (iii) a population generating method in producing the initial candidate solutions. …”
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6
Midrange exploration exploitation searching particle swarm optimization in dynamic environment
Published 2021“…However, conventional Particle Swarm Optimization still has limitations in finding the optimal solution in a dynamic environment. Therefore, we proposed a new enhancement method of conventional Particle Swarm Optimization called Midrange Exploration Exploitation Searching Particle Swarm Optimization (MEESPSO). …”
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Conference or Workshop Item -
7
Crossover and mutation operators of real coded genetic algorithms for global optimization problems
Published 2016“…However, the lack of diversity in a population and the difficulty to locally exploit the solutions within a population creates a setback for GA. …”
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8
Multi-Swarm bat algorithm
Published 2023“…MSBA was designed with improved ability in exploring new solutions, which was essential in reducing premature convergence. …”
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9
Opposition- based simulated kalman filters and their application in system identification
Published 2017“…By employing this concept, more potential agents are generated to explore more promising regions that exist in the solution domain. …”
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10
A modified crow search algorithm with niching technique for numerical optimization
Published 2019“…Also, The proposed method modifies the search techniques and incorporates niching method to increase exploration capacity. …”
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11
A modified crow search algorithm with niching technique for numerical optimization
Published 2019“…Also, The proposed method modifies the search techniques and incorporates niching method to increase exploration capacity. …”
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12
The Anglerfish algorithm: a derivation of randomized incremental construction technique for solving the traveling salesman problem
Published 2019“…The combination of possible solutions are rather vast and often overwhelms the limited computational power. …”
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13
An enhanced version of black hole algorithm via levy flight for optimization and data lustering problems
Published 2019“…Black Hole (BH) optimization algorithm has been underlined as a solution for data clustering problems, in which it is a population-based metaheuristic that emulates the phenomenon of the black holes in the universe. …”
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14
Manufacturing process planning optimisation in reconfigurable multiple parts flow lines
Published 2008“…It was clear that the MGATO can obtain better solution quality by foiling the tendency towards premature convergence.…”
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15
An enhanced version of black hole algorithm via levy flight for optimization and data clustering problems
Published 2019“…Black Hole (BH) optimization algorithm has been underlined as a solution for data clustering problems, in which it is a population-based metaheuristic that emulates the phenomenon of the black holes in the universe. …”
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16
A new experiential learning electromagnetism-like mechanism for numerical optimization
Published 2023Article -
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Hybrid-discrete multi-objective particle swarm optimization for multi-objective job-shop scheduling
Published 2022“…The discrete MOPSO also includes the modified maximin fitness function to promote solution diversity in the selection of global best solutions. …”
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18
Optimal power flow using hybrid firefly and particle swarm optimization algorithm
Published 2020“…The obtained results of the proposed algorithm are compared to simulated results of the original Particle Swarm Optimization (PSO) method and the present state-of-the-art optimization techniques. The comparison of optimum solutions reveals that the recommended method can generate optimum, feasible, global solutions with fast convergence and can also deal with the challenges and complexities of various OPF problems.…”
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19
Gravitational search – bat algorithm for solving single and bi-objective of non-linear functions
Published 2018“…The BOGS-BAT algorithm is based on three techniques. The first technique is to move or switch solution from single function to functions that contain more than one objective functions. …”
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