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1561
Two-Layer Network Caching for Different Service Requirements
Published 2021-03-01“…After the determination of the approximation ratio of the greedy heuristic algorithms proposed, a numerical performance analysis is shown. …”
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1562
Three hybrid GAs for discounted fixed charge transportation problems
Published 2018-01-01“…Due to the NP hard complexity of the mathematical model, three prioritized K-mean clustering hybrid GAs, by incorporating two new heuristic algorithms, are proposed. The efficiency of the algorithms is compared and the best one is designated. …”
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1563
A new intrusion detection system based on fast learning network and particle swarm optimization
Published 2018“…Our developed model has been compared against a wide range of meta-heuristic algorithms for training ELM, and FLN classifier. …”
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1564
Self-adaptive Population Size Strategy Based on Flower Pollination Algorithm for T-Way Test Suite Generation
Published 2019“…The performance of meta-heuristic algorithms is highly dependents on the fine balance between intensification and diversification. …”
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1565
An application of the whale optimization algorithm with Levy flight strategy for clustering of medical datasets
Published 2021-06-01“…Many traditional and heuristic algorithms are used in clustering problems and new techniques continue to be developed today. …”
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1566
GPU Acceleration and Game Engines for Wireless Channel Estimation in Millimeter Waves
Published 2019-10-01“…In this article, the intended purpose is to show an innovative technique for estimating the MIMO channel at millimeter wave bands, candidates for mobile 5G technology, by using hardware acceleration, game engines and heuristic algorithms applied to optical ray launching techniques. …”
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1567
Experimental study on solution possibilities of multiextremal optimization problems through heuristic methods
Published 2015-12-01“…While it is necessary to use proper specific approaches to solving the local extremum detection and identification problem in each of the heuristic algorithms, they all require data clustering. Each method can provide any desired accuracy of the extremum problem solution, and it utilizes an acceptable time resource.…”
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1568
Optimization of the supply chain network planning problem using an improved genetic algorithm
Published 2023-01-01“…The analysis of the arithmetic example showed that compared with the traditional GA, the total cost obtained by the improved GA was lower, at 39,004.48 $, which was 6.5% less than that of the traditional GA; the solution result of the improved GA was also superior to that of other heuristic algorithms, such as particle swarm optimization and ant colony optimization. …”
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1569
A Review of Path-Planning Approaches for Multiple Mobile Robots
Published 2022-09-01“…The multi-robot path-planning approaches have been classified as classical approaches, heuristic algorithms, bio-inspired techniques, and artificial intelligence approaches. …”
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1570
The Application of Ant Colony Algorithm in Solve the Traveling Salesman Problem with Fuzzy Movement Time among Cities
Published 2010-09-01“…Traveling salesman problem (TSP) is one of the most well-known combinational optimization problems which recently has been a suitable base to validate different heuristic and Meta heuristic algorithms. Multiple application of this problem in both theoretical and operational field is remarkable to researches. …”
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1571
Agent State Flipping Based Hybridization of Heuristic Optimization Algorithms: A Case of Bat Algorithm and Krill Herd Hybrid Algorithm
Published 2021-12-01“…This paper describes a unique meta-heuristic technique for hybridizing bio-inspired heuristic algorithms. The technique is based on altering the state of agents using a logistic probability function that is dependent on an agent’s fitness rank. …”
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1572
A Class of Efficient Algorithms for the Bi-Level Demand Adjustment Problems in Congested Traffic Networks
Published 2023-01-01“…This paper studies a class of gradient-descent heuristic algorithms for the bi-level demand adjustment problem (DAP), which seeks to adjust origin-destination (OD) matrices based on observed link flows in congested transportation networks. …”
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1573
Combination of CDM, ANFIS & MH Algorithms in a model to determine Fraudulent Financial-Tax Report
Published 2021-09-01“…The purpose of this study is to combine data mining tools and artificial intelligence with meta-heuristic algorithms to explain and optimize a model for detecting fraud and tax evasion by using the capacity of financial reporting. …”
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1574
An Energy-Aware QoS Load Balance Scheduling Using Hybrid GAACO Algorithm for Cloud
Published 2023-03-01“…In addition to that, the GA and ACO are the kinds of object heuristic algorithms being proposed in the work to increase the number of servers that are operated with better energy efficiency. …”
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1575
Efficient Subpopulation Based Parallel TLBO Optimization Algorithms
Published 2018-12-01“…Most of them are based on phenomena in nature and require the correct tuning of some parameters, which are specific to the algorithm. Heuristic algorithms allow problems to be solved more quickly than deterministic methods. …”
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1576
Flower pollination algorithm for convolutional neural network training in vibration classification
Published 2022“…Some methods to optimize CNN training have been proposed, such as stochastic and meta-heuristic algorithms. In this paper, we propose a flower pollination algorithm (FPA) to train CNN. …”
Conference or Workshop Item -
1577
Flower pollination algorithm for convolutional neural network training in vibration classification
Published 2022“…Some methods to optimize CNN training have been proposed, such as stochastic and meta-heuristic algorithms. In this paper, we propose a flower pollination algorithm (FPA) to train CNN. …”
Book Section -
1578
Comparative analysis of gravitational search algorithm and k-means clustering algorithm for intrusion detection system
Published 2013“…In recent years, heuristic algorithms have been applied to solve clustering problems. …”
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1579
A Modified Grey Wolf Optimizer Based Data Clustering Algorithm
Published 2021-01-01“…In this work, we propose a modified gray wolf optimizer to tackle some of the challenges in meta-heuristic algorithms. These modifications include a balanced approach to the exploration and exploitation stages of the algorithm as well as a local search around the best solution found. …”
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1580
An immune plasma algorithm based approach for UCAV path planning
Published 2023-01-01“…The results found by the IPA were also compared with the results obtained by a set of well-known meta-heuristic algorithms. The comparative studies informed that IPA is capable of finding more robust path or paths for the UCAV operating on a battlefield and outperforms other executed algorithms for almost all the test scenarios.…”
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