Everything about Interactive evolutionary computation

🧭 Start here: a 6-step reading path

1. Read the overview: Interactive evolutionary computationA 5-minute orientation
2. Skim a recent paper: A comprehensive survey on interactive evolutionary computation in the first two decades of the 21st centuryInfluential work since 2022
3. Pick up a classic book: Evolutionary and Biologically Inspired Music, Sound, Art and DesignThe most-reprinted book on the subject
4. Read the landmark paper: Interactive evolutionary computation: fusion of the capabilities of EC optimization and human evaluationCited 1,128 times
5. Go sideways: Human-based genetic algorithmA closely related topic
6. Go sideways: Human-based evolutionary computationA closely related topic

🏆 Landmark papers (most cited)

• Interactive evolutionary computation: fusion of the capabilities of EC optimization and human evaluation

  H. Takagi · 2001 · Proceedings of the IEEE · 1,128 citations

• Interactive Evolutionary Computation-Based Hearing Aid Fitting

  Hideyuki Takagi, Miho Ohsaki · 2007 · IEEE Transactions on Evolutionary Computation · 72 citations

• Inverse modelling in geology by interactive evolutionary computation

  Chris Wijns, Fabio Boschetti, Louis Moresi · 2003 · Journal of Structural Geology · 46 citations

• Promoting Creative Design in Interactive Evolutionary Computation

  Taras Kowaliw, Alan Dorin, Jon McCormack · 2012 · IEEE Transactions on Evolutionary Computation · 44 citations

• Elegant Object-Oriented Software Design via Interactive, Evolutionary Computation

  Christopher L. Simons, Ian C. Parmee · 2012 · IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews) · 35 citations

• Hyperinteractive Evolutionary Computation

  Benjamin James Bush, Hiroki Sayama · 2011 · IEEE Transactions on Evolutionary Computation · 35 citations

• Improving problem definition through interactive evolutionary computation

  I.C. PARMEE · 2002 · Artificial Intelligence for Engineering Design, Analysis and Manufacturing · 32 citations

• Interactive evolutionary computation

  Hideyuki Takagi, Hitoshi Iba · 2005 · New Generation Computing · 19 citations

🆕 Influential since 2022

• A comprehensive survey on interactive evolutionary computation in the first two decades of the 21st century

  Yanan Wang, Yan Pei · 2024 · Applied Soft Computing · 19 citations

• Interactive Evolutionary Computation with Artificial Bee Colony Method for Multimodal Preferences Retrieval

  Hiroshi TAKENOUCHI, Masataka TOKUMARU · 2023 · International Journal of Affective Engineering · 3 citations

• Interactive Evolutionary Computation Creating Congruent Media Content Composed of Different Media Types

  Makoto Fukumoto, Taichi Miyamoto, Haoran Gan · 2024 · Information Engineering Express · 3 citations

• Leveraging Interactive Evolutionary Computation to Induce Serendipity in Informal Learning

  Satoko Inoue, Emmanuel Ayedoun, Hiroshi Takenouchi · 2024 · Multimodal Technologies and Interaction · 2 citations

• Interactive Evolutionary Computation with Constraint Agents for Multi-person Menu Planning Optimization

  Kohei Takeishi, Hiroshi Someya, Yukiko Orito · 2022 · IEEJ Transactions on Electronics, Information and Systems · 2 citations

📚 Books worth reading

• Evolutionary and Biologically Inspired Music, Sound, Art and DesignColin Johnson, Adrian Carballal · 2014
• Evolutionary and Biologically Inspired Music, Sound, Art and DesignPenousal Machado · 2012
• Artificial life models in softwareAndrew Adamatzky · 2005
• Evolutionary Psychology and Information Systems ResearchNed Kock · 2012
• Evolutionary Psychology and Information Systems ResearchNed F. Kock · 2010

Ranked by number of editions on Open Library, a rough measure of how lasting a book is.

🔗 Related topics

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• Memetic algorithm In computer science and operations research, a memetic algorithm (MA) is an extension of an evolutionary algorithm (EA) that aims to accelerate the evolutionary…
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