AN ENHANCED JUMPING SPIDER OPTIMIZATION ALGORITHM

Jumping Spider Optimization (JSO) algorithm is a more recent meta-heuristic algorithm shown to outperform recent algorithms in the literature. This paper presents a JSO variant that modifies standard JSO in its global search and jumping on prey phases to improve further its global search capability....

Full description

Bibliographic Details
Published in:	Carpathian Journal of Electrical Engineering
Main Authors:	Betrand Ngwa ATANGA, Francis Boafo EFFAH, Philip Yaw OKYERE
Format:	Article
Language:	English
Published:	Technical University of Cluj-Napoca 2022-12-01
Subjects:	jumping spider optimization bio-inspired algorithm meta-heuristics levy flight.
Online Access:	http://cee.cunbm.utcluj.ro/wp-content/uploads/CJEE20223.pdf

Similar Items

Agent State Flipping Based Hybridization of Heuristic Optimization Algorithms: A Case of Bat Algorithm and Krill Herd Hybrid Algorithm
by: Robertas Damaševičius, et al.
Published: (2021-12-01)

Nature-Inspired Algorithms from Oceans to Space: A Comprehensive Review of Heuristic and Meta-Heuristic Optimization Algorithms and Their Potential Applications in Drones
by: Shahin Darvishpoor, et al.
Published: (2023-06-01)

Blood Coagulation Algorithm: A Novel Bio-Inspired Meta-Heuristic Algorithm for Global Optimization
by: Drishti Yadav
Published: (2021-11-01)

An Optimised Spider-Inspired Soft Actuator for Extraterrestrial Exploration
by: Jonah Mack, et al.
Published: (2025-07-01)

New records of jumping spiders (Araneae: Salticidae) for Slovenia
by: Rok Kostanjšek, et al.
Published: (2005-06-01)

A novel methodology for optimal land allocation for agricultural crops using Social Spider Algorithm
by: N Thilagavathi, et al.
Published: (2019-09-01)

Improvement of Electric Fish Optimization Algorithm for Standstill Label Combined with Levy Flight Strategy
by: Wangzhou Luo, et al.
Published: (2024-11-01)

A Bio-Inspired Method for Mathematical Optimization Inspired by Arachnida Salticidade
by: Hernán Peraza-Vázquez, et al.
Published: (2021-12-01)

Bio-Inspired Jumping Spider Optimization for Controller Tuning/Parameter Estimation of an Uncertain Aerodynamic MIMO System
by: Ravi Samikannu, et al.
Published: (2024-07-01)

Adaptive Chaotic Marine Predators Hill Climbing Algorithm for Large-Scale Design Optimizations
by: Amin Abdollahi Dehkordi, et al.
Published: (2023-01-01)

Binary Horse Optimization Algorithm for Feature Selection
by: Dorin Moldovan
Published: (2022-05-01)

The complete mitochondrial genome of a jumping spider, Cheliceroides longipalpis Zabka (Araneae: Salticidae)
by: Chunxu Chen, et al.
Published: (2019-01-01)

Contribution to the knowledge of jumping spiders (Araneae: Salticidae) from vicinity of Jagodina, Central Serbia
by: Stanković, B.
Published: (2012-09-01)

Spider Origami: Folding Principle of Jumping Spider Leg Joints for Bioinspired Fluidic Actuators
by: Chantal Göttler, et al.
Published: (2021-03-01)

An adaptive bio-inspired optimisation model based on the foraging behaviour of a social spider
by: Samera Uga Otor, et al.
Published: (2019-01-01)

Comparison of Recent Meta-Heuristic Optimization Algorithms Using Different Benchmark Functions
by: Mahmut Dirik
Published: (2022-12-01)

A Comparative Study of Common Nature-Inspired Algorithms for Continuous Function Optimization
by: Zhenwu Wang, et al.
Published: (2021-07-01)

A Comparative Analysis of the Camera-like Eyes of Jumping Spiders and Humans
by: Irina P. Shepeleva
Published: (2021-12-01)

OPTIMAL TUNING OF PI-CONTROLLER OF SHUNT ACTIVE POWER FILTER FOR HARMONICS MITIGATION USING ENHANCED JUMPING SPIDER ALGORITHM
by: Betrand N. ATANGA, et al.
Published: (2022-12-01)

Computationally Efficient Stochastic Algorithm Supported by Deterministic Technique: A Futuristic Approach
by: Faiza Gul, et al.
Published: (2023-01-01)

Three-dimensional Path Planning of UAV Based on Improved Whale Optimization Algorithm
by: GUO Qi-cheng, DU Xiao-yu, ZHANG Yan-yu, ZHOU Yi
Published: (2021-12-01)

Effective load balancing approach in cloud computing using Inspired Lion Optimization Algorithm
by: Kaviarasan R, et al.
Published: (2023-12-01)

A Miniature Jumping Robot Using Froghopper’s Direction-Changing Concept
by: Dong-Jun Lee, et al.
Published: (2025-04-01)

Mechanical Design and Performance Analysis of a Weevil-Inspired Jumping Mechanism
by: Zhiwei Yu, et al.
Published: (2022-02-01)

Survey of Lévy Flight-Based Metaheuristics for Optimization
by: Juan Li, et al.
Published: (2022-08-01)

The Impact of Retinal Configuration on the Protein–Chromophore Interactions in Bistable Jumping Spider Rhodopsin-1
by: Jonathan R. Church, et al.
Published: (2021-12-01)

ENHANCED MULTI-OBJECTIVE GREY WOLF OPTIMIZATION USING ADAPTIVE DIVERSITY TUNING AND LEVY FLIGHTS
by: Peter ASIGRI, et al.
Published: (2024-12-01)

RO-FOA: An ecosystem-inspired compact fruit fly optimization algorithm for Box-constrained optimization
by: Wirote Apinantanakon, et al.
Published: (2020-03-01)

Optimal Generation Scheduling in Hydro-Power Plants with the Coral Reefs Optimization Algorithm
by: Carolina Gil Marcelino, et al.
Published: (2021-04-01)

The heterogeneous Aquila optimization algorithm
by: Juan ZHAO, et al.
Published: (2022-04-01)

An Introduction to Some Common and Charismatic Florida Spiders
by: E. C. Powell, et al.
Published: (2023-03-01)

Coloring with Spiders: Our Favorites from Florida
by: L. A. Taylor, et al.
Published: (2023-03-01)

Tumro: A Tunable Multimodal Wheeled Jumping Robot Based on the Bionic Mechanism of Jumping Beetles
by: Yifan Pan, et al.
Published: (2024-09-01)

Design of Gas Turbine Cooling System Based on Improved Jumping Spider Optimization Algorithm
by: Tianyi Li, et al.
Published: (2022-10-01)

Designing Effective Drug Therapies Using a Multiobjective Spider-Wasp Optimizer
by: Trong-The Nguyen, et al.
Published: (2025-04-01)

The Simplified Aquila Optimization Algorithm
by: Juan Zhao, et al.
Published: (2022-01-01)

An Improved Flow Direction Algorithm for Engineering Optimization Problems
by: Yuqi Fan, et al.
Published: (2023-05-01)

CLTSA: A Novel Tunicate Swarm Algorithm Based on Chaotic-Lévy Flight Strategy for Solving Optimization Problems
by: Yi Cui, et al.
Published: (2022-09-01)

A Novel Meta-Heuristic Algorithm for Numerical and Engineering Optimization Problems: Piranha Foraging Optimization Algorithm (PFOA)
by: Shuai Cao, et al.
Published: (2023-01-01)

Crow Search Algorithm: Theory, Recent Advances, and Applications
by: Abdelazim G. Hussien, et al.
Published: (2020-01-01)