«metaheuristic algorithm»
۵۳۵۳ نتیجهTUNED METAHEURISTIC ALGORITHMS FOR OPTIMAL DESIGN PROBLEMS WITH CONTINUOUS VARIABLES
Metaheuristic algorithms mostly consist of some parameters influencing their performance when faced with various optimization problems. Therefore, this paper applies Multi-Stage Parameter Adjustment (MSPA), which employs Extreme Latin Hypercube Sampling (XLHS), Primary Optimizer,
Metaheuristic Algorithms for Open Shop Scheduling to Minimize Mean Flow Time
This paper considers the problem of scheduling n jobs on m machines in an open shop environment so that the sum of completion times or mean flow time becomes minimal and continues recent work by Bräsel et al. (2005) on constructive algorithms. For this strongly NP-hard problem, w
Nature Inspired Metaheuristic Algorithms for Multilevel Thresholding Image Segmentation - A Survey
Segmentation is one of the essential tasks in image processing. Thresholding is one of the simplest techniques for performing image segmentation. Multilevel thresholding is a simple and effective technique. The primary objective of bi-level or multilevel thresholding for image se
Three Hybrid Metaheuristic Algorithms for Stochastic Flexible Flow Shop Scheduling Problem with Preventive Maintenance and Budget Constraint
Stochastic flexible flow shop scheduling problem (SFFSSP) is one the main focus of researchers due to the complexity arises from inherent uncertainties and also the difficulty of solving such NP-hard problems. Conventionally, in such problems each machine’s job process time may e
Cutting Parameter Optimization for End Milling Operation Using Advanced Metaheuristic Algorithms
In die manufacturing industries surface roughness is considered as a vital quality characteristic in order to retain the consumers’ satisfaction. On the other hand, manufacturers want to minimize the machining time which eventually reduces their cost. This research deals with an
Design of Multiplier-less Sharp Transition Width MDFT Filter Banks using Modified Metaheuristic Algorithms
The significant advantage of modified discrete Fourier transform (MDFT) filter banks over the conventional discrete Fourier transform (DFT) filter banks is the structure inherent alias cancellation in the former. When the number of channels is increased, the filters in the filter
Comparing Metaheuristic Algorithms for Error Detection in Java Programs
Model checking is a fully automatic technique for checking concurrent software properties in which the states of a concurrent system are explored in an explicit or implicit way. The main drawback of this technique is the high memory consumption, which limits the size of the progr
A Metaheuristic Algorithm for the Minimum Routing Cost Spanning Tree Problem
The routing cost of a spanning tree in a weighted and connected graph is defined as the total length of paths between all pairs of vertices. The objective of the minimum routing cost spanning tree problem is to find a spanning tree such that its routing cost is minimum. This is a
Analyzing the Performance of the Red Deer Optimization Algorithm in Comparison to Other Metaheuristic Algorithms
This study performs a thorough comparative analysis of the Red Deer Optimization Algorithm (RDOA) in comparison to five well-established metaheuristic algorithms: Genetic Algorithm (GA), Particle Swarm Optimization (PSO), Differential Evolution (DE), Artificial Bee Colony (ABC),
Swarm-Based Metaheuristic Algorithms and No-Free-Lunch Theorems
Metaheuristic algorithms, especially those based on swarm intelligence (SI), form an important part of contemporary global optimization algorithms (Kennedy and Ebarhart, 1995; Yang, 2008; Auger and Teytaud, 2010; Auger and Doerr, 2010; Blum and Roli, 2003; Neumann and Witt 2010;