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检索条件"主题词=interactive evolutionary computation"

共 163 条记录，以下是21-30 订阅

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A network sharable graphics education aid based on interactive evolutionary computation

A network sharable graphics education aid based on interacti...

引用

IEEE International Conference on Systems, Man and Cybernetics

作者： Nishino, H Iwakiri, Y Sueyoshi, T Kagawa, T Utsumiya, K Oita Univ Dept Comp Sci & Intelligent Syst Oita 8701192 Japan

ISBN: (纸本)0780392981

A synthetic approach to effectively support 3D computer graphics (3DCG) education is proposed. interactive evolutionary computation (1EC) has been applied for 3DCG authoring and education domains and proven to be useful for easily generating aesthetic 3DCG contents especially for novice users. The previous systems, however, only focus on a specific subtask out of a whole 3DCG production process. All dominant tasks in the 3DCG production such as geometric modeling, lighting, texture mapping, and animation are covered in our approach. The proposed method reorganizes a monolithic IEC system into a combination of front-end IEC explorer and back-end graphics engines. Because the system is written in Java and workable on the Internet, it can easily be downloaded and utilized as an aid for learning the whole 3DCG production process with complementing the theoretical aspects with various contents being created.

关键词： soft computing 3D computer graphics e-learning interactive evolutionary computation genetic algorithm

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Estimation of Influence of Each Variable on User's Evaluation in interactive evolutionary computation 9

Estimation of Influence of Each Variable on User's Evaluatio...

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9th International Conference on Awareness Science and Technology (iCAST)

作者： Funaki, Ryohei Sugimoto, Kentaro Murata, Junichi Kyushu Univ Fac Informat Sci & Elect Engn Fukuoka Japan Kyushu Univ Grad Sch Informat Sci & Elect Engn Fukuoka Japan

ISBN: (纸本)9781538658260

Recently, interactive evolutionary computation (IEC) has been extensively applied in those systems that recommend objects, such as images and sounds, to users based on their preference. If an IEC user's evaluation criteria are clearly known, they can be utilized for acceleration of IEC, merchandise development, and creativity support for designers. It is difficult to collect a large volume of evaluation data for their analysis because an IEC user cannot repeat the evaluation so many times. Therefore, the technique proposed in this study adopts paired comparison-based interactive differential evolution (IDE) to ease the burden of users, and it will extract the user evaluation criteria through less number of evaluation steps. These techniques estimate the user evaluation criteria using the distribution of solutions because IDE does not receive the evaluation values from its user. Techniques are proposed that estimate, through the IEC processes, the degree of influence of each variable on the evaluation by any given user. During the simulations, the proposed methods are evaluated on test problems.

关键词： interactive evolutionary computation differential evolution analysis of human evaluation criteria

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Users' Fuzzy Cognition Knowledge Learning In interactive evolutionary computation and Its Application

Users' Fuzzy Cognition Knowledge Learning In Interactive Evo...

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International Conference on Industry, Information System and Material Engineering

作者： Hao, Guo-Sheng Zaho, Xiang-Jun Huang, Yong-Qing Xuzhou Normal Univ Sch Comp Sci & Technol Xuzhou 221116 Peoples R China Hefei Univ Technol Inst Comp Network Syst Hefei 230009 Peoples R China

ISBN: (纸本)9783037850275

The user in interactive evolutionary computation (IEC) has the characteristic of fuzzy cognition. Based on this, a method to learn users' fuzzy cognition knowledge is given. The method includes the fuzzy expression of the basic elements of IEC such as search space, population, gene sense unit and so on. Then a method to increase the performance of IEC based on the knowledge of users' fuzzy cognition is given. The above results enrich the researches of IEC users' cognition.

关键词： interactive evolutionary computation fuzzy cognition gene sense unit users' preference

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Robot Design Support System based on interactive evolutionary computation using Boltzmann Selection

Robot Design Support System based on Interactive Evolutionar...

引用

2010 IEEE World Congress on computational Intelligence

作者： Kubota, Naoyuki Sato, Wataru Tokyo Metropolitan Univ Grad Sch Syst Design Tokyo 1910065 Japan

ISBN: (纸本)9781424481262

Recently, the need of users is changing to the efficient quality of functions with the sophisticated design and reasonable price. Furthermore, current users prefer to the personal customization of products. Accordingly, a design support system is useful and helpful for non-expert people to design products easily, but such non-expert people might take much time and load in the product design. Therefore, we proposed interactive design support system based on evolutionary computation, and applied the proposed method to the design of robot partners. However, it is very difficult to reflect human evaluation to the generation of the next design candidates. Therefore, we propose an estimation method of human evaluation using fuzzy inference in the interactive design support using the evolutionary computation. Furthermore, we use iPhone simulator to evaluate the human impression based on direct interaction with the designed robot partner. Finally, we discuss the effectiveness of the proposed system through several simulation and experimental results.

关键词： Boltzmann selection estimation method estimation theory evolutionary computation fuzzy inference fuzzy set theory humanoid robots iPhone simulator inference mechanisms interactive design support system interactive evolutionary computation mobile robots robot design support system

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Fusion of interactive and Non-interactive evolutionary computation for Two-Dimensional Barcode Decoration

Fusion of Interactive and Non-Interactive Evolutionary Compu...

引用

2010 IEEE World Congress on computational Intelligence

作者： Ono, Satoshi Nakayama, Shigeru Kagoshima Univ Grad Sch Sci & Engn Dept Informat Sci & Biomed Engn Kagoshima 8900065 Japan

ISBN: (纸本)9781424481262

This paper provides an interactive method for decorating 2-dimensional barcode with some illustrations inside the code without detracting machine-readability and stored information. The proposed method allows a user to watch the search progress of non-interactive evolutionary computation (non-IEC) and to evaluate solution candidates intuitively such as interactive evolutionary computation (IEC). The proposed method therefore produces decorated barcodes in which illustrations are positioned in order to satisfy user preferences and to minimize deficit of embedded information which can be revised by Reed-Solomon error correction code. Experimental results have shown that the proposed method allows users to find desirable solutions effectively, and is suited for tasks in which users can easily imagine favorite solutions but hardly verify their feasibility.

关键词： Reed-Solomon codes Reed-Solomon error correction code bar codes embedded information error correction codes evolutionary computation interactive evolutionary computation interactive method machine-readability search progress two-dimensional barcode decoration

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Tuning of image parameters by interactive evolutionary computation

Tuning of image parameters by interactive evolutionary compu...

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IEEE International Conference on Systems, Man and Cybernetics (SMC 03)

作者： Jaksa, R Takagi, H Tech Univ Kosice Dept Cybernet & AI Kosice 04120 Slovakia

We discuss the use of interactive evolutionary computation for designing and optimizing image enhancement filters with fewer parameters than normal filter model. We present a method to speed up this optimization by co... 详细信息

ISBN: (纸本)0780379527

关键词： interactive evolutionary computation image enhancement visual evaluation

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Using interactive evolutionary computation (IEC) with Validated Surrogate Fitness Functions for Redistricting 12

Using Interactive Evolutionary Computation (IEC) with Valida...

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14th International Conference on Genetic and evolutionary computation Conference (GECCO)

作者： Chou, Christine Kimbrough, Steven O. Sullivan-Fedock, John Woodard, C. Jason Murphy, Frederic H. Natl Dong Hwa Univ Dept Int Business Hualien 97401 Taiwan

ISBN: (纸本)9781450311779

We describe a novel use of evolutionary computation to discover good districting plans for the Philadelphia City Council. We discovered 116 distinct, high quality, legally valid plans. These constitute a rich resource for stakeholders to base deliberation. This raises the issue of how to deal with large numbers of plans, especially with the aim of avoiding gerrymandering and promoting fairness. interactive evolutionary computation (IEC) is a natural approach here, if practicable. The paper proposes development of Validated Surrogate Fitness (VSF) functions as a workable and generalizable form of IEC.

关键词： interactive evolutionary computation evolutionary programming districting compactness

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Tree Structure Based Differential Evolution for Optimization of Trees and interactive evolutionary computation 54

Tree Structure Based Differential Evolution for Optimization...

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2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE)

作者： Funaki, Ryohei Takano, Hirotaka Murata, Junichi Kyushu Univ Grad Sch Informat Sci & Elect Engn Fukuoka Japan Kyushu Univ Fac Informat Sci & Elect Engn Fukuoka Japan

ISBN: (纸本)9784907764487

A new Differential Evolution (DE) technique called Tree Structure Based Differential Evolution (TSDE) is proposed for an interactive evolutionary computation (MC). In IEC, repetitious evaluations by the user is used for optimization, therefore user's fatigue is a practical issue. IEC needs to discover a solution with smaller population size and fewer search generations. DE turns out to be suited to IEC because of less user's fatigue by pairwise comparison and effective search using difference vectors of two individuals. However, DE was originally proposed as a technique for continuous-valued optimization. Tree structure optimization problems can be solved with these advantages of DE if DE is extended for tree structure optimization problems. In TSDE, difference between two trees is defined as the set of parts that appear only in one of the two trees, and based on this, appropriate scaling and mutation operations are devised. The authors show the effectiveness of TSDE as an IEC technique by compared with other conventiorud methods for tree structure optimization problems in simulations.

关键词： interactive evolutionary computation Differential Evolution Genetic Programming Trees

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ASMR Sound Generation Simulating the Sounds Heard by a Fetus Using interactive evolutionary computation 12

ASMR Sound Generation Simulating the Sounds Heard by a Fetus...

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Joint 12th International Conference on Soft Computing and Intelligent Systems / 23rd International Symposium on Advanced Intelligent Systems (SCIS and ISIS)

作者： Nan, Zhen Fukumoto, Makoto Fukuoka Inst Technol Grad Sch Comp Sci & Engn Fukuoka Japan Fukuoka Inst Technol Dept Comp Sci & Engn Fukuoka Japan

ISBN: (纸本)9781665499248

Autonomous Sensory Meridian Response (ASMR) is a very popular form of entertainment among internet users nowadays. Users can listen to and watch ASMR content easily because they just need a headphone and a smart phone. Listening to ASMR sounds makes users relaxed and happy. Previous studies have demonstrated the relaxing effect of the sounds in the womb on the fetus. We believe that intrauterine sounds have a relaxation effect on adults as well. In this paper, we propose a ASMR sound generation system that simulates the intrauterine sound using interactive evolutionary computation (IEC). IEC is a method to search for media content that matches the user's preference. We downloaded eighteen ASMR sounds that the human body makes from the internet to simulate the sound in the womb. We presented the ASMR sounds to users by combining five of eighteen sounds using IEC. Two listening experiments were conducted. In experiment 1, the participants evaluated and scored every ASMR sound. In experiment 2, the participants evaluated and scored two ASMR sounds, which were the best individuals in the initial and final generations created in experiment 1. The evaluation values of both experiments have a trend of increasing.

关键词： Autonomous Sensory Meridian Response relaxation effect interactive evolutionary computation interactive genetic algorithm ASMR sound

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Development of an interactive evolutionary computation Catalog Interface with User Gaze Information 20th

Development of an Interactive Evolutionary Computation Catal...

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20th International Conference on Human-Computer Interaction (HCI International)

作者： Takenouchi, Hiroshi Tokumaru, Masataka Fukuoka Inst Technol Fukuoka 8110295 Japan Kansai Univ Osaka 5648680 Japan

ISBN: (纸本)9783319922706;9783319922690

We propose a catalog interface for the interactive evolutionary computation (IEC) system. When a user views a product catalog, the system obtains the user's gaze information and implements evolutionary computation. We verify the effectiveness of the proposed system using evaluation experiments with real users. The experimental results show that the proposed system can generate solutions that offer results equivalent to comparable systems and reduce the evaluation load of the users.

关键词： Gaze information interactive evolutionary computation Catalog interface

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