Çevik, Neslihan

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Profile URL
https://hdl.handle.net/20.500.14365/6764
Name Variants
Cevik, Neslihan
Job Title
Email Address
neslihan.cevik@ieu.edu.tr
Main Affiliation
05.09. Industrial Engineering
Status
Former Staff
Website
ORCID ID
0000-0003-4853-0548
Scopus Author ID
57140209700
Turkish CoHE Profile ID
Google Scholar ID
NJ0LZkEAAAAJ
WoS Researcher ID
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Neslihan_Cevik.jpg (9.67 KB)

Sustainable Development Goals

NO POVERTY1
NO POVERTY
0
Research Products
ZERO HUNGER2
ZERO HUNGER
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GOOD HEALTH AND WELL-BEING3
GOOD HEALTH AND WELL-BEING
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QUALITY EDUCATION4
QUALITY EDUCATION
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GENDER EQUALITY5
GENDER EQUALITY
0
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CLEAN WATER AND SANITATION6
CLEAN WATER AND SANITATION
0
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AFFORDABLE AND CLEAN ENERGY7
AFFORDABLE AND CLEAN ENERGY
0
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DECENT WORK AND ECONOMIC GROWTH8
DECENT WORK AND ECONOMIC GROWTH
0
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INDUSTRY, INNOVATION AND INFRASTRUCTURE9
INDUSTRY, INNOVATION AND INFRASTRUCTURE
1
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REDUCED INEQUALITIES10
REDUCED INEQUALITIES
0
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SUSTAINABLE CITIES AND COMMUNITIES11
SUSTAINABLE CITIES AND COMMUNITIES
0
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RESPONSIBLE CONSUMPTION AND PRODUCTION12
RESPONSIBLE CONSUMPTION AND PRODUCTION
0
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CLIMATE ACTION13
CLIMATE ACTION
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LIFE BELOW WATER14
LIFE BELOW WATER
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LIFE ON LAND15
LIFE ON LAND
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PEACE, JUSTICE AND STRONG INSTITUTIONS16
PEACE, JUSTICE AND STRONG INSTITUTIONS
0
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PARTNERSHIPS FOR THE GOALS17
PARTNERSHIPS FOR THE GOALS
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Documents

4

Citations

23

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Scholarly Output

2

Articles

1

Views / Downloads

2/12

Supervised MSc Theses

1

Supervised PhD Theses

0

WoS Citation Count

4

Scopus Citation Count

0

Patents

0

Projects

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WoS Citations per Publication

2.00

Scopus Citations per Publication

0.00

Open Access Source

2

Supervised Theses

1

JournalCount
Journal of Engineering Research1
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    Article
    Citation - WoS: 4
    Variable Neighborhood Search-Based Algorithms for the Parallel Machine Capacitated Lot-Sizing and Scheduling Problem
    (Academic Publication Council, 2025) Yildiz, Seyda Topaloglu; Ozcan, Sel; Cevik, Neslihan
    This paper addresses the capacitated lot-sizing and scheduling problem on parallel machines with eligibility constraints, sequence-dependent setup times, and costs. The objective is to find a production plan that minimizes production, setup, and inventory holding costs while meeting the demands of products for each period without delay for a given planning horizon. Since the studied problem is NP-hard, we proposed metaheuristic approaches, Variable Neighborhood Search, Variable Neighborhood Descent, and Reduced Variable Neighborhood Search algorithms to analyze their performance on the problem. Initially, we presented an initial solution generation method to satisfy each period's demand. Then, we defined insert, swap, and fractional insert moves for generating neighborhood solutions. We employed an adaptive constraint handling technique to enlarge the search space by accepting infeasible solutions during the search. Lastly, we performed computational experiments over the benchmark instances. The computational results show the effectiveness of the proposed solution approaches, compared to existing solution techniques in the literature, and the improvements in various problem instances compared to the best-known results.
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    Master Thesis
    A Multigene Genetic Programming Approach on Weather Forecasting
    (İzmir Ekonomi Üniversitesi, 2020) Çevik, Neslihan; Anagün, Ahmet Sermet
    Hava durumu ve hava durumu tahminlerinin kesinliği, özellikle yolcu taşımacılığı alanında ve günlük yaşamımızda çok önemli bir role sahiptir, çünkü hizmetin kalitesini ve güvenliğini doğrudan etkiler. Bu çalışmada amaç, farklı tahmin yaklaşımları analizler sonucu elde edilen tahmin hatalarını kullanarak karşılaştırmaktır. Veriler, TC Tarım ve Orman Bakanlığı, İzmir Meteoroloji Genel Müdürlüğü Adnan Menderes Havalimanı tarafından 2015-2017 yılları için, sekiz bağımsız değişken ile günlük ortalama sıcaklık ve rüzgar hızı iki bağımlı değişken olacak şekilde sağlanmıştır. Çoklu Gen Genetik Programlama Yaklaşımı ve Gaussian Regresyonunun, SVR ve ANN ile karşılaştırıldığında daha düşük RMSE değerleriyle daha başarılı bir performansa sahip olduğunu göstermiştir.