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researcher

I. Korovin

4 papers hereh-index 12549 citations105 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.NE3
  • cs.AI1

identity via Semantic Scholar / OpenAlex

most citedA data-driven rutting depth short-time prediction model with metaheuristic optimization for asphalt pavements based on RIOHTrack

17 citations · 17 across the 4 of their papers we have counts for

collaborators
Showing cs.NEShow all

3 papers · 1 filter

cs.NE2021

HMS-OS: Improving the Human Mental Search Optimisation Algorithm by Grouping in both Search and Objective Space

Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin +3

The human mental search (HMS) algorithm is a relatively recent population-based metaheuristic algorithm, which has shown competitive performance in solving complex optimisation pro…

cs.NE2021

MCS-HMS: A Multi-Cluster Selection Strategy for the Human Mental Search Algorithm

Ehsan Bojnordi, Seyed Jalaleddin Mousavirad, Gerald Schaefer +1

Population-based metaheuristic algorithms have received significant attention in global optimisation. Human Mental Search (HMS) is a relatively recent population-based metaheuristi…

cs.NE2021

An Enhanced Differential Evolution Algorithm Using a Novel Clustering-based Mutation Operator

Seyed Jalaleddin Mousavirad, Gerald Schaefer, Iakov Korovin +3

Differential evolution (DE) is an effective population-based metaheuristic algorithm for solving complex optimisation problems. However, the performance of DE is sensitive to the m…

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