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Binary bat algorithm

Neural Computing and Applications, 2013
Bat algorithm (BA) is one of the recently proposed heuristic algorithms imitating the echolocation behavior of bats to perform global optimization. The superior performance of this algorithm has been proven among the other most well-known algorithms such as genetic algorithm (GA) and particle swarm optimization (PSO).
Mirjalili, Seyedali   +2 more
openaire   +2 more sources

Monthly streamflow prediction using hybrid extreme learning machine optimized by bat algorithm: a case study of Cheliff watershed, Algeria

Hydrological Sciences Journal, 2022
In the present paper, we propose a new approach for monthly streamflow prediction based on the extreme learning machine (ELM) and the metaheuristic bat algorithm (Bat-ELM).
Salah Difi   +6 more
semanticscholar   +1 more source

Modified Bat Algorithm: a newly proposed approach for solving complex and real-world problems

Soft Computing - A Fusion of Foundations, Methodologies and Applications
Bat Algorithm (BA) is a nature-inspired metaheuristic search algorithm designed to efficiently explore complex problem spaces and find near-optimal solutions.
Shahla U. Umar   +4 more
semanticscholar   +1 more source

A Comparative Study of Improved Bat Algorithm and Bat Algorithm on Numerical Benchmarks

2015 4th International Conference on Advanced Computer Science Applications and Technologies (ACSAT), 2015
Optimization is employed in solutions of many problems today. Optimization is described as finding the most suitable alternative among many others under the given constraints. Meta-heuristic algorithms used in solutions of the problems are developed upon the behaviors of living creatures in the nature.
Beskirli, Mehmet, Koc, Ismail
openaire   +1 more source

Research on Unmanned Vehicle Path Planning based on Improved Bat Algorithm

2022 21st International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES), 2022
Vehicle driving technology has developed in the direction of informatization and intelligence, and the research hotspot is unmanned driving and path planning [1]. This paper proposes an improved bat algorithm (Improved Bat Algorithm, IBA).
Yizhu Jiang, Yefu Wu, Miao Wang
semanticscholar   +1 more source

Bat algorithm: Recent advances

2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI), 2014
The bat algorithm (BA) is a nature-inspired algo-rithm, which has recently been applied in many applications. BA can deal with both continuous optimization and discrete optimization problems. The literature has expanded significantly in the past few years, this paper provides a timely review of the latest developments. We also highlight some topics for
Iztok Fister   +4 more
openaire   +1 more source

Bat Algorithm and Directional Bat Algorithm with Case Studies

2017
In recent years, the Bat Algorithm (BA) is becoming a standard optimization tool used by scientists and engineers to solve many problems in different engineering fields. One of the most important characteristics of the bat algorithm is its easy, comprehensible structure which simplifies the computer implementation, in addition to its ability to obtain ...
Asma Chakri, Haroun Ragueb, Xin-She Yang
openaire   +1 more source

Compact Bat Algorithm

2014
Addressing to the computational requirements of the hardware devices with limited resources such as memory size or low price is critical issues. This paper, a novel algorithm, namely compact Bat Algorithm (cBA), for solving the numerical optimization problems is proposed based on the framework of the original Bat algorithm (oBA).
Thi-Kien Dao   +4 more
openaire   +1 more source

A novel discrete bat algorithm for heterogeneous redundancy allocation of multi-state systems subject to probabilistic common-cause failure

Reliability Engineering & System Safety, 2021
This paper focuses on a heterogeneous redundancy allocation problem (RAP) for multi-state series-parallel systems subject to probabilistic common-cause failure and proposes a novel discrete bat algorithm to solve it.
Yue Xu   +3 more
semanticscholar   +1 more source

Bat Inspired Algorithms

2013
In this chapter, we present two algorithms that are inspired by the behaviours of bats, i.e., bat algorithm (BaA) and bat intelligence (BI) algorithm. We first describe the general knowledge of the foraging behaviour of bats in Sect. 3.1. Then, the fundamentals and performances of the BaA and BI algorithm are introduced in Sects.
Bo Xing, Wen-Jing Gao
openaire   +1 more source

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