Ioannis G. Tsoulos

TRIDENT-DE: Triple-Operator Differential Evolution with Adaptive Restarts and Greedy Refinement

2025 · Future Internet

This paper introduces TRIDENT-DE, a novel ensemble-based variant of Differential Evolution (DE) designed to tackle complex continuous global optimization problems. The algorithm leverages three complementary trial vector generation strategies best/1/bin, current-to-best/1/bin, and pbest/1/bin executed within …

A Novel Magnificent Frigatebird Optimization Algorithm with Proposed Movement Strategies for Enhanced Global Search

2025 · Analytics

Global optimization is a fundamental tool for addressing complex and nonlinear problems across scientific and technological domains. The primary objective of this work is to enhance the efficiency, stability, and convergence speed of the Magnificent …