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Manuel Chica Serrano

Universidad de Granada

Publicaciones

Evolutionary dynamics of trust in hierarchical populations with varying investment strategies

Journal of the Royal Society Interface

  • 2025
  • journal-article
Social network of peer-to-peer accommodations for a visual decision support system in tourism: The case of the Canary Islands
AUTHORS: Víctor A. Vargas-Pérez; Oscar Cordón; Manuel Chica; Juan M. Hernández

Socio-Economic Planning Sciences

  • 2025
  • journal-article
Targeting incentives to adopt wind-assisted technologies in shipping by agent-based simulations
AUTHORS: Elena Romero; Manuel Chica; Roberto Rivas Hermann; Sergio Damas

Transportation Research Part D: Transport and Environment

  • 2025
  • journal-article
The evolution of cooperation in spatial public goods game with tolerant punishment based on reputation threshold
AUTHORS: Gui Zhang; Yichao Yao; Ziyan Zeng; Minyu Feng; Manuel Chica

Chaos: An Interdisciplinary Journal of Nonlinear Science

  • 2025
  • journal-article
A multi-objective co-evolutionary algorithm for energy and cost-oriented mixed-model assembly line balancing with multi-skilled workers
AUTHORS: Zikai Zhang; Manuel Chica; Qiuhua Tang; Zixiang Li; Liping Zhang

Expert Systems with Applications

  • 2024
  • journal-article
Adaptive payoff-driven interaction in networked snowdrift games
AUTHORS: Xiaojin Xiong; Yichao Yao; Minyu Feng; Manuel Chica

Chaos, Solitons & Fractals

  • 2024
  • journal-article
Adaptive Payoff-driven Interaction in Networked Snowdrift Games

Arxiv

  • 2024
  • other
Explaining Agent-Based Modeling Outputs Using Subgroup Discovery: A Case Study in Marketing

Ssrn

  • 2024
  • other
Payoff-driven migration promotes the evolution of trust in networked populations
AUTHORS: Yuying Zhu; Wenbo Li; Chengyi Xia; Manuel Chica

Knowledge-Based Systems

  • 2024
  • journal-article
Reinforcement Learning-Based Multiobjective Evolutionary Algorithm for Mixed-Model Multimanned Assembly Line Balancing Under Uncertain Demand
AUTHORS: Zikai Zhang; Qiuhua Tang; Manuel Chica; Zixiang Li

IEEE Transactions on Cybernetics

  • 2024
  • journal-article
Success-driven opinion formation determines social tensions

Iscience

  • 2024
  • journal-article
The evolution of cooperation in spatial public goods game with tolerant punishment based on reputation threshold

Arxiv

  • 2024
  • other
Adopting different wind-assisted ship propulsion technologies as fleet retrofit: An agent-based modeling approach
AUTHORS: Manuel Chica; Roberto Rivas Hermann; Ning Lin

Technological Forecasting and Social Change

  • 2023
  • journal-article
An Integrative Decision-Making Mechanism for Consumers’ Brand Selection using 2-Tuple Fuzzy Linguistic Perceptions and Decision Heuristics

International Journal of Fuzzy Systems

  • 2023
  • journal-article
Articulating intermodal chains through short-sea shipping: a method for assessing the performance of East African ports

Maritime Policy and Management

  • 2023
  • journal-article
Deep reinforcement learning in agent-based simulations for optimal media planning

Information Fusion

  • 2023
  • journal-article
Explaining Agent Behavior in Agent-Based Modeling Using Subgroup Discovery

Ssrn

  • 2023
  • other
MultiCalib4DEB: A toolbox exploiting multimodal optimisation in Dynamic Energy Budget parameters calibration

Arxiv

  • 2023
  • other
Rewarding policies in an asymmetric game for sustainable tourism

Applied Mathematics and Computation

  • 2023
  • journal-article
Seeding leading cooperators and institutions in networked climate dilemmas
AUTHORS: Manuel Chica; Francisco C. Santos

Chaos Solitons and Fractals

  • 2023
  • journal-article
Success-Driven Opinion Formation Determines Social Tensions

Ssrn

  • 2023
  • other
The Evolution and Social Cost of Herding Mentality Promote Cooperation

Ssrn

  • 2023
  • other
The evolution and social cost of herding mentality promote cooperation

Iscience

  • 2023
  • journal-article
Two decades of agent-based modeling in marketing: a bibliometric analysis

Progress in Artificial Intelligence

  • 2023
  • journal-article
Understanding the Impact of Climate Change in European Island Tourism by Agent-Based Simulations

Ssrn

  • 2023
  • other
Zio: an artificial intelligence digital twin to build virtual markets

Proceedings 2023 IEEE Conference on Artificial Intelligence Cai 2023

  • 2023
  • conference-paper
Cooperation dynamics under pandemic risks and heterogeneous economic interdependence

Chaos Solitons and Fractals

  • 2022
  • journal-article
Evolution of cooperation and trust in an N-player social dilemma game with tags for migration decisions
AUTHORS: Sandeep Dhakal; Raymond Chiong; Manuel Chica; The Anh Han

Royal Society Open Science

  • 2022
  • journal-article
Evolution of trust in the sharing economy with fixed provider and consumer roles under different host network structures
AUTHORS: Raymond Chiong; Sandeep Dhakal; Timothy Chaston; Manuel Chica

Knowledge Based Systems

  • 2022
  • journal-article
Seeding Leading Cooperators and Institutions in Networked Climate Dilemmas

Ssrn

  • 2022
  • other
Sustainability in tourism determined by an asymmetric game with mobility
AUTHORS: Manuel Chica; Juan M. Hernández; Matjaž Perc

Journal of Cleaner Production

  • 2022
  • journal-article
The effects of mass communication in a fuzzy linguistic framework of opinion dynamics

IEEE International Conference on Fuzzy Systems

  • 2022
  • conference-paper
The Role of the Tourism Network in the Coordination of Pandemic Control Measures
AUTHORS: Juan M. Hernández; Jacques Bulchand-Gidumal; Manuel Chica

Sustainability Switzerland

  • 2022
  • journal-article
A collective risk dilemma for tourism restrictions under the COVID-19 context
AUTHORS: Manuel Chica; Juan M. Hernández; Jacques Bulchand-Gidumal

Scientific Reports

  • 2021
  • journal-article
A framework of opinion dynamics using fuzzy linguistic 2-tuples

Knowledge Based Systems

  • 2021
  • journal-article
A robust MILP and gene expression programming based on heuristic rules for mixed-model multi-manned assembly line balancing

Applied Soft Computing

  • 2021
  • journal-article
An agent-based system for modeling users’ acquisition and retention in startup apps

Expert Systems with Applications

  • 2021
  • journal-article
An evolutionary game model for understanding fraud in consumption taxes

Arxiv

  • 2021
  • other
An Evolutionary Game Model for Understanding Fraud in Consumption Taxes [Research Frontier]
AUTHORS: Manuel Chica; Juan M. Hernandez; Casiano Manrique-de-Lara-Penate; Raymond Chiong

IEEE Computational Intelligence Magazine

  • 2021
  • journal-article
Cooperation dynamics under pandemic risks and heterogeneous economic interdependence

Arxiv

  • 2021
  • other
Coral reefs optimization algorithms for agent-based model calibration

Engineering Applications of Artificial Intelligence

  • 2021
  • journal-article
Evolutionary Multiobjective Optimization for Automatic Agent-Based Model Calibration: A Comparative Study
AUTHORS: Ignacio Moya; Manuel Chica; Oscar Cordon

IEEE Access

  • 2021
  • journal-article
IPOP-CMA-ES and the Influence of Different Deviation Measures for Agent-Based Model Calibration

2021 IEEE Congress on Evolutionary Computation CEC 2021 Proceedings

  • 2021
  • conference-paper
Maintenance costs and makespan minimization for assembly permutation flow shop scheduling by considering preventive and corrective maintenance
AUTHORS: Zikai Zhang; Qiuhua Tang; Manuel Chica

Journal of Manufacturing Systems

  • 2021
  • journal-article
Others’ fortune in online vs offline settings: how envy affects people’s intention to share information

Internet Research

  • 2021
  • journal-article
Simulating the influence of terror management strategies on the voter ideological distance using agent-based modeling

Telematics and Informatics

  • 2021
  • journal-article
Specific environmental charges to boost Cold Ironing use in the European Short Sea Shipping

Transportation Research Part D Transport and Environment

  • 2021
  • journal-article
Standard methods for pollen research
AUTHORS: Maria G. Campos; Ofélia Anjos; Manuel Chica; Pascual Campoy; Janka Nozkova; Norma Almaraz-Abarca; Lidia M. R. C. Barreto; João Carlos Nordi; Leticia M. Estevinho; Ananias Pascoal; Vanessa Branco Paula; Altino Chopina; Luis G. Dias; Živoslav L. j. Tešić; Mirjana D. Mosić; Aleksandar Ž. Kostić; Mirjana B. Pešić; Dušanka M. Milojković-Opsenica; Wiebke Sickel; Markus J. Ankenbrand; Gudrun Grimmer; Ingolf Steffan-Dewenter; Alexander Keller; Frank Förster; Chrysoula H. Tananaki; Vasilios Liolios; Dimitrios Kanelis; Maria-Anna Rodopoulou; Andreas Thrasyvoulou; Luísa Paulo; Christina Kast; Matteo A. Lucchetti; Gaëtan Glauser; Olena Lokutova; Ligia Bicudo de Almeida-Muradian; Teresa Szczęsna; Norman L. Carreck

Journal of Apicultural Research

  • 2021
  • journal-article
Understanding the dynamics of inter-provincial migration in the Mekong Delta, Vietnam: an agent-based modeling study

Simulation

  • 2021
  • journal-article
2-tuple fuzzy linguistic perceptions and probabilistic awareness-based heuristics for modeling consumer purchase behaviors
AUTHORS: Giraldez-Cru, J.; Chica, M.; Cordon, O.; Herrera, F.

IEEE International Conference on Fuzzy Systems

  • 2020
  • conference-paper
Climate change induced migration and the evolution of cooperation
AUTHORS: Dhakal, S.; Chiong, R.; Chica, M.; Middleton, R.H.

Applied Mathematics and Computation

  • 2020
  • journal-article
Embracing multimodal optimization to enhance Dynamic Energy Budget parameterization
AUTHORS: Filgueira, R.; Chica, M.; Palacios, J.J.; Strohmeier, T.; Lavaud, R.; Agüera, A.; Damas, S.; Strand, Ø.

Ecological Modelling

  • 2020
  • journal-article
Evolutionary multiobjective optimization to target social network influentials in viral marketing
AUTHORS: Robles, J.F.; Chica, M.; Cordon, O.

Expert Systems with Applications

  • 2020
  • journal-article
Green hybrid fleets using electric vehicles: Solving the heterogeneous vehicle routing problem with multiple driving ranges and loading capacities
AUTHORS: Hatami, S.; Eskandarpour, M.; Chica, M.; Juan, A.A.; Ouelhadj, D.

SORT

  • 2020
  • journal-article
Joint optimization of routes and container fleets to design sustainable intermodal chains in chile
AUTHORS: Martínez-López, A.; Chica, M.

Sustainability (Switzerland)

  • 2020
  • journal-article
Modeling agent‐based consumers decision‐making with 2‐tuple fuzzy linguistic perceptions

International Journal of Intelligent Systems

  • 2020
  • journal-article
Multi-manned assembly line balancing with time and space constraints: A MILP model and memetic ant colony system
AUTHORS: Zhang, Z.; Tang, Q.; Chica, M.

Computers and Industrial Engineering

  • 2020
  • journal-article
Why simheuristics? Benefits, limitations, and best practices when combining metaheuristics with simulation

Sort

  • 2020
  • journal-article
A multicriteria integral framework for agent-based model calibration using evolutionary multiobjective optimization and network-based visualization
AUTHORS: Ignacio Moya; Manuel Chica; Óscar Cordón

Decision Support Systems

  • 2019
  • journal-article
Agent-based Modeling of Migration Dynamics in the Mekong Delta, Vietnam: Automated Calibration Using a Genetic Algorithm
AUTHORS: Nguyen, H.K.; Chiong, R.; Chica, M.; Middleton, R.H.; Dhakal, S.

2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings

  • 2019
  • conference-paper
An Evolutionary Game Model with Punishment and Protection to Promote Trust in the Sharing Economy
AUTHORS: Chica, M.; Chiong, R.; Adam, M.T.P.; Teubner, T.

Scientific Reports

  • 2019
  • journal-article
Benefits of robust multiobjective optimization for flexible automotive assembly line balancing
AUTHORS: Manuel Chica; Joaquín Bautista; Jesica de Armas

Flexible Services and Manufacturing Journal

  • 2019
  • journal-article
Choice of propulsion plants for container vessels operating under Short Sea Shipping conditions in the European Union: An assessment focused on the environmental impact on the intermodal chains

Proceedings of the Institution of Mechanical Engineers Part M Journal of Engineering for the Maritime Environment

  • 2019
  • journal-article
Constructive metaheuristics for solving the Car Sequencing Problem under uncertain partial demand
AUTHORS: Moya, I.; Chica, M.; Bautista, J.

Computers and Industrial Engineering

  • 2019
  • journal-article
Contract farming in the Mekong Delta’s rice supply chain: Insights from an agent-based modeling study
AUTHORS: Nguyen, H.K.; Chiong, R.; Chica, M.; Middleton, R.H.; Pham, D.T.K.

JASSS

  • 2019
  • journal-article
Effects of update rules on networked N-player trust game dynamics
AUTHORS: Manuel Chica; Raymond Chiong; José J. Ramasco; Hussein Abbass

Communications in Nonlinear Science and Numerical Simulation

  • 2019
  • journal-article
Letting the computers take over: Using Ai to solve marketing problems
AUTHORS: Overgoor, G.; Chica, M.; Rand, W.; Weishampel, A.

California Management Review

  • 2019
  • journal-article
A Networked ${N}$ -Player Trust Game and Its Evolutionary Dynamics
AUTHORS: Manuel Chica; Raymond Chiong; Michael Kirley; Hisao Ishibuchi

IEEE Transactions on Evolutionary Computation

  • 2018
  • journal-article
Agent-based Modeling of Inter-provincial Migration in the Mekong Delta, Vietnam: A Data Analytics Approach
AUTHORS: Nguyen, H.K.; Chiong, R.; Chica, M.; Middleton, R.H.

2018 IEEE Conference on Big Data and Analytics Icbda 2018

  • 2018
  • conference-paper
Coral Reef Optimization with substrate layers for medical Image Registration

Swarm and Evolutionary Computation

  • 2018
  • journal-article
moGrams: A Network-Based Methodology for Visualizing the Set of Nondominated Solutions in Multiobjective Optimization
AUTHORS: Krzysztof Trawinski; Manuel Chica; David P. Pancho; Sergio Damas; Oscar Cordon

IEEE Transactions on Cybernetics

  • 2018
  • journal-article
On the use of machine learning methods to predict component reliability from data-driven industrial case studies
AUTHORS: Alsina, E.F.; Chica, M.; Trawiński, K.; Regattieri, A.

International Journal of Advanced Manufacturing Technology

  • 2018
  • journal-article
Optimization of a container vessel fleet and its propulsion plant to articulate sustainable intermodal chains versus road transport

Transportation Research Part D Transport and Environment

  • 2018
  • journal-article
Agent-based simulation of contract rice farming in the Mekong Delta, Vietnam
AUTHORS: Khanh, H.N.; Chiong, R.; Chica, M.; Middleton, R.H.

Proceedings - 2017 21st Asia Pacific Symposium on Intelligent and Evolutionary Systems, IES 2017

  • 2017
  • conference-paper
An agent-based model for understanding the influence of the 11-M terrorist attacks on the 2004 Spanish elections
AUTHORS: Moya, I.; Chica, M.; Sáez-Lozano, J.L.; Cordón, Ó.

Knowledge-Based Systems

  • 2017
  • journal-article
An evolutionary trust game for the sharing economy
AUTHORS: Chica, M.; Chiong, R.; Adam, M.T.P.; Damas, S.; Teubner, T.

2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings

  • 2017
  • conference-paper
Building agent-based decision support systems for word-of-mouth programs: A freemium application
AUTHORS: Chica, M.; Rand, W.

Journal of Marketing Research

  • 2017
  • journal-article
Coral Reef Optimization for intensity-based medical image registration

2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings

  • 2017
  • conference-paper
Effects of update rules on networked N-player trust game dynamics

Arxiv

  • 2017
  • other
Multimodal optimization: An effective framework for model calibration
AUTHORS: Manuel Chica; José Barranquero; Tomasz Kajdanowicz; Sergio Damas; Óscar Cordón

Information Sciences

  • 2017
  • journal-article
Why Simheuristics? Benefits, Limitations, and Best Practices When Combining Metaheuristics with Simulation

Ssrn

  • 2017
  • other
A multiobjective model and evolutionary algorithms for robust time and space assembly line balancing under uncertain demand
AUTHORS: Manuel Chica; Joaquín Bautista; Óscar Cordón; Sergio Damas

Omega (United Kingdom)

  • 2016
  • journal-article
Identimod: Modeling and managing brand value using soft computing
AUTHORS: Manuel Chica; Óscar Cordón; Sergio Damas; Valentín Iglesias; José Mingot

Decision Support Systems

  • 2016
  • journal-article
Incorporating awareness and genetic-based viral marketing strategies to a consumer behavior model
AUTHORS: Robles, J.F.; Chica, M.; Cordon, O.

2016 IEEE Congress on Evolutionary Computation, CEC 2016

  • 2016
  • conference-paper
Simheuristics: A method of first resort for solving real-life combinatorial optimization problems
AUTHORS: Juan, A.A.; Chica, M.; De Armas, J.; Kelton, W.D.

OR58: The OR Society Annual Conference

  • 2016
  • conference-paper
Adaptive IDEA for robust multiobjective optimization, application to the r-TSALBP-m/A
AUTHORS: Chica, M.; Bautista, J.; Damas, S.; Cordon, O.

Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015

  • 2015
  • conference-paper
Interactive preferences in multiobjective ant colony optimisation for assembly line balancing
AUTHORS: Chica, M.; Cordón, Ó.; Damas, S.; Bautista, J.

Soft Computing

  • 2015
  • journal-article
moGrams: a network-based methodology for visualizing the set of non-dominated solutions in multiobjective optimization
AUTHORS: Krzysztof Trawiński; Manuel Chica; David P. Pancho; Sergio Damas; Oscar Cordón

arXiv

  • 2015
  • journal-article
The ForFire photodetector
AUTHORS: Peyaud, A.; Angelopoulos, A.; Chelmis, C.; Costopoulos, V.; Chica, M.; Giomataris, I.; Gongadze, A.; Herbert, T.; Kantemiris, I.; Kirch, S.; Mols, J.P.; Papaevangelou, T.; Pavlopoulos, P.; Quinlan, F.

Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment

  • 2015
  • journal-article
Erratum: Discernment of bee pollen loads using computer vision and one-class classification techniques (Journal of Food Engineering (2012) 112:1 (50-59))
AUTHORS: Chica, M.; Campoy, P.
  • 2014
  • journal-article
A comparative study of multi-objective ant colony optimization algorithms for the time and space assembly line balancing problem
AUTHORS: Rada-Vilela, J.; Chica, M.; Cordón, O.; Damas, S.

Applied Soft Computing

  • 2013
  • journal-article
A robustness information and visualization model for time and space assembly line balancing under uncertain demand
AUTHORS: Chica, M.; Cordón, Ó.; Damas, S.; Bautista, J.

International Journal of Production Economics

  • 2013
  • journal-article
Corrigendum to «Real-time recognition of patient intentions from sequences of pressure maps using artificial neural networks» [Computers in Biology and Medicine 42 (2012) 364-375]
AUTHORS: Chica, M.; Campoy, P.; Pérez, M.A.; Rodríguez, T.; Rodríguez, R.; Valdemoros, T.
  • 2013
  • journal-article
Authentication of bee pollen grains in bright-field microscopy by combining one-class classification techniques and image processing
AUTHORS: Chica, M.
  • 2012
  • journal-article
Discernment of bee pollen loads using computer vision and one-class classification techniques
AUTHORS: Chica, M.; Campoy, P.
  • 2012
  • journal-article
Multiobjective memetic algorithms for time and space assembly line balancing
AUTHORS: Chica, M.; Cordón, O.; Damas, S.; Bautista, J.

Engineering Applications of Artificial Intelligence

  • 2012
  • journal-article
Real-time recognition of patient intentions from sequences of pressure maps using artificial neural networks
AUTHORS: Chica, M.; Campoy, P.; Pérez, M.A.; Rodríguez, T.; Rodríguez, R.; Valdemoros, T.
  • 2012
  • journal-article
A multiobjective memetic ant colony optimization algorithm for the 1/3 variant of the time and space assembly line balancing problem
AUTHORS: Chica, M.; Cordon, O.; Damas, S.; Bautista, J.

IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CIPLS 2011: 2011 IEEE Workshop on Computational Intelligence in Production and Logistics Systems

  • 2011
  • conference-paper
A new diversity induction mechanism for a multi-objective ant colony algorithm to solve a real-world time and space assembly line balancing problem
AUTHORS: Chica, M.; Cordón, O.; Damas, S.; Bautista, J.

Memetic Computing

  • 2011
  • journal-article
An advanced multiobjective genetic algorithm design for the time and space assembly line balancing problem
AUTHORS: Chica, M.; Cordón, O.; Damas, S.

Computers & Industrial Engineering

  • 2011
  • journal-article
Including different kinds of preferences in a multi-objective ant algorithm for time and space assembly line balancing on different Nissan scenarios
AUTHORS: Chica, M.; Cordón, O.; Damas, S.; Bautista, J.

Expert Systems With Applications

  • 2011
  • journal-article
Tackling the 1/3 variant of the time and space assembly line balancing problem by means of a multiobjective genetic algorithm
AUTHORS: Chica, M.; Cordón, Ó.; Damas, S.

2011 IEEE Congress of Evolutionary Computation, CEC 2011

  • 2011
  • conference-paper
Adding diversity to two multiobjective constructive metaheuristics for time and space assembly line balancing
AUTHORS: Chica, M.; Cordón, Ó.; Damas, S.; Bautista, J.

Frontiers of Assembly and Manufacturing: Selected papers from ISAM 2009

  • 2010
  • book-chapter
Multiobjective constructive heuristics for the 1/3 variant of the time and space assembly line balancing problem: ACO and random greedy search
AUTHORS: Chica, M.; Cordón, O.; Damas, S.; Bautista, J.

Information Sciences

  • 2010
  • journal-article
Adding diversity to a multiobjective ant colony algorithm for time and space assembly line balancing
AUTHORS: Chica, M.; Cordón, Ó.; Damas, S.; Bautista, J.

2009 IEEE International Symposium on Assembly and Manufacturing, ISAM 2009

  • 2009
  • conference-paper
Integration of an emo-based preference elicitation scheme into a multi-objective aco algorithm for time and space assembly line balancing
AUTHORS: Chica, M.; Cordón, O.; Damas, S.; Bautista, J.

2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, MCDM 2009 - Proceedings

  • 2009
  • conference-paper
Niching genetic feature selection algorithms applied to the design of fuzzy rule-based classification systems
AUTHORS: Aguilera, J.J.; Chica, M.; Del Jesus, M.J.; Herrera, F.
  • 2007
  • conference-paper
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