23,448 Result(s)
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Chapter
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Algorithm Analysis and Problem Complexity
Artificial Intelligence
Computation by Abstract Devices
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Chapter and Conference Paper
Virtual Measurement of the Backlash Gap in Industrial Manipulators
Industrial manipulators are robots used to replace humans in dangerous or repetitive tasks. Also, these devices are often used for applications where high precision and accuracy is required. The increase of ba...
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Chapter and Conference Paper
Pareto-Based Self-organizing Migrating Algorithm Solving 100-Digit Challenge
In this article, we describe the design and implementation of a variant version of SOMA named SOMA Pareto to solve ten hard problems of the 100-Digit Challenge. The algorithm consists of the following operatio...
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Chapter and Conference Paper
Channel Assignment with Ant Colony Optimization
In wireless communication arise various forms of optimization problems including channel assignment problem. There are many possible ways to assign channels to wireless links and our goal is to find the assign...
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Chapter and Conference Paper
Boundary Strategies for Self-organizing Migrating Algorithm Analyzed Using CEC’17 Benchmark
This paper is focused on the influence of boundary strategies for the popular swarm-intelligence based optimization algorithm: Self-organizing Migrating Algorithm (SOMA). A similar extensive study was already ...
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Chapter and Conference Paper
Evolutionary Bi-objective Optimization and Knowledge Extraction for Electronic and Automotive Cooling
The heat sink is one of the most widely used devices for thermal management of electronic devices and automotive systems. The present study approaches the design of the heat sink with the aim of enhancing thei...
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Chapter and Conference Paper
A Neural Net Based Prediction of Sound Pressure Level for the Design of the Aerofoil
Aerofoil self-noise can affect the performance of the overall system. One of the main goals of aircraft design is to create an aerofoil with minimum weight, cost, and self-noise, satisfying all design requirem...
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Chapter and Conference Paper
Neural Swarm Virus
The dramatic improvements in computational intelligence techniques over recent years have influenced many domains. Hence, it is reasonable to expect that virus writers will taking advantage of these techniques...
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Chapter and Conference Paper
SOMA T3A for Solving the 100-Digit Challenge
In this paper, we address 10 basic test functions of the 100-Digit Challenge of the SEMCCO 2019 & FANCCO 2019 Competition by using team-to-team adaptive seft-organizing migrating algorithm - SOMA T3A with many...
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Chapter and Conference Paper
Insight into Adaptive Differential Evolution Variants with Unconventional Randomization Schemes
The focus of this work is the deeper insight into arising serious research questions connected with the growing popularity of combining metaheuristic algorithms and chaotic sequences showing quasi-periodic pat...
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Chapter and Conference Paper
Hybrid Elephant Herding Optimization Approach for Cloud Computing Load Scheduling
Cloud computing is rather important distributing computing paradigm and in general refers to the common pool of configurable resources that is accessed on-demand. Resources are dynamically scalable and metered...
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Chapter and Conference Paper
Cooperative Model of Evolutionary Algorithms and Real-World Problems
A cooperative model of efficient evolutionary algorithms is proposed and studied when solving 22 real-world problems of the CEC 2011 benchmark suite. Four adaptive algorithms are chosen for this model, namely ...
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Chapter and Conference Paper
Population Size in Differential Evolution
In this paper we examined how the population size affects the performance of the differential evolution algorithm. First, we tested the original differential evolution algorithm, and then the improved self-ada...
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Chapter and Conference Paper
Self-organizing Migrating Algorithm with Non-binary Perturbation
The self-organizing migrating algorithm (SOMA) is a popular population base metaheuristic. One of its key mechanisms is a perturbation of the individual movement with a binary-valued perturbation (PRT) vector....
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Chapter and Conference Paper
MOEA with Approximate Nondominated Sorting Based on Sum of Normalized Objectives
Pareto based selection techniques are extensively implemented in the multi-objective evolutionary algorithms (MOEAs), to tackle the many-objective optimization problems (MaOPs). In Pareto-dominance based MOEAs...
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Chapter and Conference Paper
Classification of Stock Market Trends with Confidence-Based Selective Predictions
Predicting the trend of stock price movement accurately allows investors to maximize their profits from investments. However, due to the complexity of the stock data, classifiers often make errors, which cause...
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Chapter and Conference Paper
Competition of Strategies in jSO Algorithm
A newly proposed variant of the efficient jSO algorithm employing competition of eight strategies (cSO) is proposed. The main idea is to select the most proper strategy and adapt the setting to each solved pro...
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Chapter and Conference Paper
Wrapper-Based Feature Selection Using Self-adaptive Differential Evolution
Knowledge discovery in databases is a comprehensive procedure which enables researchers to explore knowledge and information from raw sample data usefully. Some problems may arise during this procedure, for ex...
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Chapter and Conference Paper
Tracking the Exploration and Exploitation in Stochastic Population-Based Nature-Inspired Algorithms Using Recurrence Plots
The success of every stochastic population-based nature-inspired algorithms is characterized through the dichotomy of exploration and exploitation. In general, exploration refers to the evaluation of points in...
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Chapter and Conference Paper
An Empirical Analysis of Genetic Algorithm with Different Mutation and Crossover Operators for Solving Sudoku
Prospective optimization tools such as Evolutionary Algorithms (EAs), are widely used to tackle optimization problems in the real world. Genetic Algorithm (GA), one of the instances of EAs, has potential research...
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Chapter and Conference Paper
Unsupervised Detection of Active, New, and Closed Coal Mines with Reclamation Activity from Landsat 8 OLI/TIRS Images
Monitoring and classification of surface coal mine regions have several research aspects, as they have huge impacts on the eco-environment of a region. Mining regions change over time immensely. New potential ...
