• Title/Summary/Keyword: Hedge

Search Result 134, Processing Time 0.025 seconds

GA based Fuzzy Modeling using Fuzzy Equalization and Linguistic Hedge (퍼지 균등화와 언어적인 Hedge를 이용한 GA 기반 퍼지 모델링)

  • 김승석;곽근창;유정웅;전명근
    • Proceedings of the Korean Institute of Intelligent Systems Conference
    • /
    • 2001.12a
    • /
    • pp.217-220
    • /
    • 2001
  • The fuzzy equalization method does not require the usual learning step for generating fuzzy rules. However it is heavily depend on the given input-output data set. So, we adapt an hierarchical scheme which sequentially optimizes the fuzzy inference system. Here, the parameters of fuzzy membership functions obtained from the fuzzy equalization are optimized by the genetic algorithm, and then they are also modified to increase the performance index using the linguistic hedge. Finally, we applied it to the Rice taste data and got better results than previous ones.

  • PDF

The effect of shipbuilding industry foreign exchange hedge on exchange rate, volatility of exchange rate and the policy implication (조선산업 환헤지가 환율 및 환율변동성에 미치는 영향과 정책적 시사점)

  • Moon, Ho-Seong
    • Journal of Korea Port Economic Association
    • /
    • v.27 no.1
    • /
    • pp.235-245
    • /
    • 2011
  • This paper finds that business in the shipbuilding industry affects significantly the exchange rate and its variability. The effects of the amount of orders received and construction in the shipbuilding industry on the exchange rate and its variability are preemptive and long lasted. This implies that business cycles and the exchange rate hedge in the shipbuilding industry are important factors in understanding the exchange rate and its variability. Advancement in the technology of exchange rate hedge in future may reinforce the importance of business cycles in the shipbuilding industry. It is, therefore, required that the policy authority should monitor carefully the shipbuilding industry for the stability of foreign exchange market.

An Experimental Research on the Standardized Production of Hedge Materials Using Nonwoven Fabric Containers (부직포를 이용한 생울타리 소재 규격생산화의 실험적 연구)

  • 박용진
    • Journal of the Korean Institute of Landscape Architecture
    • /
    • v.29 no.6
    • /
    • pp.82-91
    • /
    • 2002
  • This study was conducted to investigate methods to overcome serious problems in hedge making. The growth response of Enonymus japonica was investigated, using different sizes of nonwoven fabric containers. Changes of shoot length, fresh weight and chlorophyll contents were measured a period of growth in each size of container. The results of this study are as follows; 1) The maximum growth of shoot length in all treatments was observed in May and August. The significant difference was found in the smaller size of container containing a less amount of soil than the control. 2) The soil amount of rhizosphere for the production of a standardized hedge seemed to be over 2,400-3,600㎤ per plant. 3) The depth of containers had a greater influence on growth of shoot length than the width of containers. 4) The fresh weight in 40cm width containers and 30$\times$20cm containers was similar to the control, but the rest of the containers showed significant difference compared with the control. 5) A significant difference of chlorophyll content was found in A, B, C, D and G treatment but I treatment did not show significant difference at the 5% level.

An Option Hedge Strategy Using Machine Learning and Dynamic Delta Hedging (기계학습과 동적델타헤징을 이용한 옵션 헤지 전략)

  • Ru, Jae-Pil;Shin, Hyun-Joon
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.12 no.2
    • /
    • pp.712-717
    • /
    • 2011
  • Option issuers generally utilize Dynamic Delta Hedging(DDH) technique to avoid the risk resulting from continuously changing option value. DDH duplicates payoff of option position by adjusting hedge position according to the delta value from Black-Scholes(BS) model in order to maintain risk neutral state. DDH, however, is not able to guarantee optimal hedging performance because of the weaknesses caused by impractical assumptions inherent in BS model. Therefore, this study presents a methodology for dynamic option hedge using artificial neural network(ANN) to enhance hedging performance and show the superiority of the proposed method using various computational experiments.

The Financialization in the Commodity Markets and Hedge Funds' Financial Speculation (상품시장의 금융화의 헤지펀드의 금융적 투기)

  • Kim, Myoungrok
    • 사회경제평론
    • /
    • no.38
    • /
    • pp.129-161
    • /
    • 2012
  • This paper suggests that, in contrast to main argument of Efficient Market Hypothesis, hedge funds's financial speculation activity in the commodity markets are tending to generate a malfunction of making future price diverge from fundamental price. For this reason, we insist that stricter regulation on commodity derivative markets, including position limitation, is needed. Using some statistic analysis tools, we show that derivative transaction volume is getting so larger that financial speculation by hedge funds dominates price movement in commodity market and eventually slackens the speed of price's return to the fundamental price.

Study on natural hedge strategy in Korean life insurance industry (우리나라 생명보험산업의 자연헤지에 관한 연구)

  • Kim, Sejoong
    • Journal of the Korean Data and Information Science Society
    • /
    • v.28 no.2
    • /
    • pp.271-286
    • /
    • 2017
  • The objective of this paper is to evaluate whether longevity risk is properly managed in Korean life insurance industry by measuring longevity risk in the viewpoint of natural hedge. According to analysis, the sum of the reserve of annuity and that of whole life insurance appears to decrease in the case both reserve of annuity and whole life insurance are shocked by same degree and also the mortality rate of the aged policyholders is improved faster than that of the less aged policyholders. Although the sum of the reserves increases only when the mortality improvement of annuity policyholders is higher than that of whole life insurance policyholders by two times, more than 60% of reserve increase of annuity is found to be offset by natural hedge. Thus, it is judged that the longevity risk of Korea life insurance industry is properly managed by natural hedge.

Multi Strategy Management System Financial Investment Case Study: Focused on E Securities Company Prop Trading (Multi Strategy 운용 체계 금융 투자 사례연구: E증권사 Prop Trading을 중심으로)

  • Lee, Joo Han;Park, Tae Hyun;Oh, Kyung Joo
    • Knowledge Management Research
    • /
    • v.22 no.1
    • /
    • pp.21-37
    • /
    • 2021
  • The purpose of this study is to explore financial investment knowledge related to multi-strategy, which is not generally shared. Through case studies, we will share it with the domestic hedge fund market. Since the era of full-fledged private equity hedge funds in Korea opens, many funds are created; however, reality is that there is a lack of diversity in strategies. Initially, it started with a simple stock long/short strategy, and various strategies such as mezzanine and alternative investments are in use but funds using multi-strategy are limited. This study aims to present an empirical application plan for hedge fund management strategies using a case study. It will specifically focus on process of achieving Absolute Return using the Multi Strategy technique actively used in securities firms' Prop Trading. With the results of this study, we intend to contribute to those fund managers and desired researchers who are utilizing multiple strategies in the hedge fund management to pursue Absolute Return and to help them strengthening their financial knowledge and competitiveness.

Correlation between the Stock and Futures Markets by Timescale

  • Lee, Chang Min;Lee, Hahn Shik
    • The Korean Journal of Applied Statistics
    • /
    • v.25 no.6
    • /
    • pp.897-915
    • /
    • 2012
  • This paper examines the relationship between the stock and futures markets in terms of lead-lag relationship, correlation and the hedge ratio using wavelet analysis. The basic finding is that the relationship between the two markets significantly depends on the time-scale. First, there is a feedback relationship between the stock and futures markets in the long-run scale; however, weaker evidence is observed in shorter-run scales. Second, wavelet correlation between the two markets increases for a longer time scale. Third, the hedge ratio and the effectiveness of hedging strategies increase as the investment horizon gets longer. The results in this paper indicate that the stock and futures series are perfectly correlated in the long run and are tied together over long horizons.

Optimal Hedge Strategy Using Future Contract in the Vesting Contract Electricity Market (베스팅계약 전력시장에서 선물 최적헷지전략 연구)

  • 맹근호;송광재;박종근
    • The Transactions of the Korean Institute of Electrical Engineers A
    • /
    • v.53 no.7
    • /
    • pp.414-419
    • /
    • 2004
  • In TWBP new uncertainty will be increased. Risk management is risen to a important problem. Vesting contract makes market Players trade at fixed price in TWBP early stages. In the case of advanced country, market players manage risk with a future contract. When a risk management method moves from vesting contract to future contract, it may have to use together two contracts for schedule period. In this paper, risk management strategy that use vesting contract and forward contract at the same time is proposed.

A Study on the Introduction of Derivatives for Hedge of Housing Rent Price -Targeting Apartment Rent Price in Gangnam and Gangbuk Regions of Seoul- (주택전세가격 헤지를 위한 파생상품 도입 연구 - 서울시 강남, 강북지역 아파트 전세가격을 대상으로 -)

  • Choi, In-Sik;Yoo, Seung-Kyu;Kim, Jae-Jun
    • Journal of The Korean Digital Architecture Interior Association
    • /
    • v.12 no.1
    • /
    • pp.35-43
    • /
    • 2012
  • This study aimed to seek a method capable of hedging a rising risk of housing rent price by introducing derivatives with the target of Korean housing rent markets. The research model used in this thesis progressed a research by applying a futures contract method with the target of the rent price of major apartments in Gangnam and Gangbuk Regions of Seoul. As an analysis result, the rent price of all complexes has risen during its analysis period, so it could be confirmed that the CRB future index was also risen according to this. Finally, it was confirmed that the rising risk of the rent price can be hedged through a purchase position of futures. But, as the difference between rent price variation and CRB future index variation occurs, it appeared that 100% of hedge is difficult. However, it is judged that if considering that a method capable of hedging the rising risk of the existing rent price was nonexistent, the hedge trading effect utilizing the CRB future index on the rent price will be meaningful.