An adaptive clonal selection algorithm with multiple differential evolution strategies

Y Wang, T Li, X Liu, J Yao - Information Sciences, 2022 - Elsevier
Clonal selection algorithms have provided significant insights into numerical optimization
problems. However, most mutation operators in conventional clonal selection algorithms …

Data-driven product design and assortment optimization

Y Yu, B Wang, S Zheng - Transportation Research Part E: Logistics and …, 2024 - Elsevier
Our study focuses on how real-world data can inform and enhance firms' decisions around
product design and assortment, which is critical in logistics, automotive, fast fashion and …

Research on Risk Identification of Coal and Gas Outburst Based on PSO‐CSA

J Peng, S Shiliang, L Yi, L He - Mathematical Problems in …, 2023 - Wiley Online Library
Aiming at the identification of coal and gas outburst risk, using the advantages of the clone
selection algorithm (CSA), such as self‐adaptation and robustness, and the characteristics …

[HTML][HTML] One-stage product-line design heuristics: an empirical comparison

D Baier, S Voekler - OR Spectrum, 2024 - Springer
Selecting or adjusting attribute-levels (eg components, equipments, flavors, ingredients,
prices, tastes) for multiple new and/or status quo products is an important task for a focal firm …

An improved probability-based discrete particle swarm optimization algorithm for solving the product portfolio planning problem

X Liu, AD Li - Soft Computing, 2024 - Springer
Abstract Product Portfolio Planning (PPP) is one of the most critical decisions for companies
to gain an edge in the competitive market. It seeks for the optimal combination of products …

[HTML][HTML] An Interactive Estimation of the Distribution Algorithm Integrated with Surrogate-Assisted Fitness

Z Qiao, G Guo, Y Zhang - Symmetry, 2023 - mdpi.com
To accurately model user preference information and ensure the symmetry or similarity
between real user preference and the estimated value in product optimization design, an …

考虑消费者场景依赖偏好的产品线设计与定价优化模型

夏一, 刘晓杰, 张英英 - 计算机集成制造系统, 2023 - cims-journal.cn
消费者在商品购买过程中会出现违背理性选择行为的现象. 相同质量的商品在不同参照产品场景
下可能给消费者带来不同的感知, 即购买决策过程中无法保证无关方案独立性 …

Product-Line Design Using Cluster-Based Genetic Algorithms and Tabu Search

D Baier, S Vökler - Facets of Behaviormetrics: The 50th Anniversary of the …, 2023 - Springer
Selecting adequate attribute-levels (eg, components, ingredients, materials, prices,
qualities) for new and/or existing products is an important task for marketeers. The goal is to …

Optimal product line design in presence of context-dependent preferences of consumer behaviour

XIA Yi, LIU Xiaojie, Z Yingying - Computer Integrated Manufacturing …, 2023 - cims-journal.cn
Violate rational choice phenomena can be observed in the consumer purchase process. A
product might attract a consumer differently within different choice contexts, which violates …