Tag Archives: intelligentization

Chinese Military Simulation Technology—— Knocking on the door of Russian “war design”

中國軍事模擬技術—敲開俄羅斯「戰爭設計」之門

中國軍網 國防部網 // 2018年8月24日 星期五

現代英語:

Recently, the Russian Ministry of Defense announced the establishment of the “Era Military Innovation Technology Park”, which focuses on scientific research, testing and simulation of advanced weapons, military and special equipment. Coincidentally, the US military is also stepping up the development of the “Soldiers Build Intelligence System Military Training Support” project, hoping to better assist officers and soldiers in conducting military intelligence training by providing equipment, simulators and simulation modeling services. The frequently mentioned military simulation technology has attracted attention from all parties. With the rapid development of cloud computing, big data, artificial intelligence and other technologies, military simulation technology has made significant progress in equipment construction, military exercises, combat training and logistics support. At present, major military powers have recognized the huge application prospects of simulation technology in the military field and regard it as an “advanced intelligence contest” in modern warfare.

The “virtual battlefield” can also deploy troops

Once upon a time, we all “learned about war from war”. The emergence of military simulation technology has allowed us to learn about future wars from the “virtual battlefield”.

Simulation technology mainly relies on computer and other equipment platforms, and uses mathematical models to conduct scientific research, analysis, evaluation and decision-making on issues that need to be studied. Military simulation systems are simulation systems built specifically for military applications. They can conduct quantitative analysis of combat elements such as land, sea, air, space, electricity, and the Internet, the performance of weapons and equipment, and combat operations, and then accurately simulate the battlefield environment, present relevant battlefield situations, and achieve effectiveness evaluation of the combat system and command decision-making assistance.

At present, military simulation systems have become an effective means of studying future wars, designing weapons and equipment, and supporting the evaluation of tactics, and they run through the entire process of weapons and equipment development and testing. In recent years, military simulation technology has been increasingly regarded as a multiplier for improving combat effectiveness and one of the key technologies for national defense security and troop construction and development.

The United States has always listed modeling and simulation as an important key defense technology. As early as 1992, the United States announced the “Defense Modeling and Simulation Initiative” and established a special Defense Modeling and Simulation Office. The United States also specifically listed the “integrated simulation environment” as one of the seven driving technologies to maintain the US military advantage. At the same time, European countries attach great importance to the development of military simulation technology, and strive to continuously improve simulation methods in the process of developing a new generation of weapon systems, thereby improving the comprehensive effectiveness of weapon equipment construction and development.

In fact, military simulation technology has allowed people to fully learn about future wars in experiments. Before the outbreak of the Gulf War, the US Department of Defense used military simulation technology to analyze and determine the direct consequences of Iraq igniting all oil wells in Kuwait, which had a profound impact on the US military’s formulation of the Gulf War combat plan. In the integrated ballistic missile defense system project carried out by the US military, modeling and simulation methods are specifically used to conduct a preliminary assessment of the ballistic missile defense system. At the end of 2017, the US Department of Defense’s Advanced Research Projects Agency invested 12.8 million US dollars specifically for the construction of virtual simulation space battlefields. The US Army also spent 57 million US dollars to develop the Army Infantry Training System – this immersive military virtual simulation training system can provide soldiers with a more realistic battlefield combat simulation environment.

A brainstorming session to plan operations

From artillery simulation, aircraft simulation, missile simulation to today’s various types of weapon system equipment simulation and combat simulation, while simulation technology continues to meet the needs of military applications, it is also rapidly developing in the direction of virtualization, networking, intelligence, collaboration and universalization. In order to continuously improve military simulation calculation methods and improve simulation technology, people are constantly launching a “brainstorming” to plan operations.

Mathematical modeling algorithm. Mathematical model is the basis of simulation. To carry out simulation, we must first build a mathematical model of the object to be simulated. At the same time, the correctness and accuracy of the mathematical model directly affect the credibility of the simulation calculation results. In recent years, the rapid development of artificial intelligence technology has provided new ideas for mathematical modeling. Introducing artificial intelligence to build mathematical models can not only effectively improve the realism, reliability and accuracy of simulation models, but also further improve the efficiency of modeling and simulation.

Virtual reality technology. With virtual reality technology, people can interact with objects in a virtual simulation environment through related equipment, thereby creating an effect of “immersion” in the real environment. The augmented reality technology that has emerged in recent years has further increased the user’s perception of the virtual simulation system, and can superimpose virtual objects, scenes, and information generated by the military simulation system onto the real scene. The U.S. Army is currently relying on virtual reality and augmented reality technologies to develop the future overall training environment to achieve seamless, mixed immersive combat training.

Network grid technology. The realization of military simulation is inseparable from the strong support of computers, local area networks, software engineering and other technologies. The distributed interactive simulation that integrates simulation equipment or systems of different types in different locations into a whole provides a more realistic application environment for military simulation. In recent years, grid technology that can realize the rapid transmission of various types of information and resource sharing has become a research hotspot for military simulation. The US Department of Defense has begun to use the “Global Information Grid” plan to establish a military grid that communicates various information elements on the battlefield and realizes the dynamic sharing and collaborative application of various military network resources.

Winning the war before it starts

The future information warfare is an integrated war that is carried out simultaneously in multiple dimensions such as land, sea, air, space, electricity, and the Internet. Not only is the battle structure complex and the weapons and equipment diverse, but it also places higher demands on the combatants and the use of tactics. Only by building a “virtual battlefield” for future wars with the help of military simulation technology and realizing the scientific coordination of factors such as the scale of war, the course of war, war investment, the number of combatants and weapons and equipment, the targets of attack and the intensity of attack, can we be sure of victory before the war begins.

In the field of combat experiments, the U.S. military has fully reduced the losses caused by improper combat plans and action plans through a large number of computer simulation evaluations and iterative optimizations. The Russian military’s combat regulations and tactics are also “optimal battlefield solutions” obtained through scientific deduction and simulation calculation using mathematical models. Through military simulation analysis and evaluation, battlefield commanders and fighters can quickly understand the trend of war simulations and carry out effective responses according to various changes in the “virtual battlefield”, thereby effectively improving the effectiveness of combat experiments.

In the field of military training, individual soldier training can be carried out through an immersive virtual simulation training environment, which can be as close to the battlefield environment as possible and effectively improve the training effect. In recent years, the US Army has specially opened a “simulated immersion” training course in the “Advanced Course for Officers”. Through the implementation of virtual simulation military training, the organization and implementation of training are not restricted by time and weather conditions. The distributed training simulation system can even enable trainees in different locations to participate in the training together. By modeling and simulating the specific battlefield environment, tactical background and enemy forces, the military training system can also provide trainees with a more realistic battlefield perception.

In the field of equipment demonstration, the technical support of simulation systems is required throughout the life cycle of weapons and equipment development. At present, the United States has extensively adopted simulation technology in new weapon system development projects to fully support the development and testing, live-fire evaluation and combat testing of weapons and equipment. The U.S. Missile Defense Agency has further explored effective measures to deal with incoming missile threats through missile threat target modeling and simulation. The U.S. Navy simulates the operation of ship systems and crew members through mission analysis simulation software, and obtains simulation results for determining and optimizing the number of crew members. In the future, military simulation technology may become a new technological highland for the world’s major military powers to compete.

現代國語:

日前,俄羅斯國防部宣布組成“時代軍事創新科技園區”,重點進行先進武器、軍事和特殊裝備的科學研究、試驗以及模擬模擬。無獨有偶,美軍也在加緊研發「士兵建構情報系統軍隊訓練保障」項目,希望透過提供設備、模擬器與模擬建模等服務,更好地輔助官兵進行軍事情報訓練。這其中常提及的軍用模擬技術,引起各方注意。伴隨著雲端運算、大數據、人工智慧等技術的快速發展,軍事模擬技術在裝備建設、軍事演習、作戰訓練與後勤支援等領域相繼取得重大進展。目前,各軍事大國紛紛體認到模擬技術在軍事領域的巨大應用前景,將其視為現代戰爭的「超前智慧較量」。

「虛擬戰場」也能排兵布陣

曾幾何時,我們都是「從戰爭中學習戰爭」。軍用模擬技術的出現,開始讓我們從「虛擬戰場」學習未來戰爭。

模擬技術主要藉助電腦等設備平台,利用數學模型對需要研究的問題進行科學的研究、分析、評估與決策。軍用模擬系統是專門針對軍事應用建構的模擬模擬系統,可對陸、海、空、天、電、網等作戰元素、武器裝備性能以及作戰行動進行量化分析,進而精確模擬戰場環境、呈現相關戰場態勢,實現作戰體系的效能評估與指揮決策輔助。

目前,軍用模擬系統已成為研究未來戰爭、設計武器裝備、支撐戰法評估的有效手段,並貫穿武器裝備研發、試驗的整個過程。近年來,軍用模擬技術越來越被視為提升作戰效能的倍增器,是國防安全與部隊建設發展的關鍵技術之一。

美國一直將建模與模擬列為重要的國防關鍵技術。早在1992年,美國就宣布了“國防建模與模擬倡議”,並專門成立國防建模與模擬辦公室。美國也專門將「綜合模擬環境」列為保持美國軍事優勢的七大推動技術之一。同時,歐洲各國高度重視軍用模擬技術發展,力求在新一代武器系統研發過程中不斷完善模擬方法,進而提升武器裝備建設發展的綜合效能。

事實上,軍用模擬技術已經讓人們在實驗中充分學習了未來戰爭。在海灣戰爭爆發前,美國國防部就藉助軍用模擬技術,分析研判伊拉克點燃科威特境內全部油井的直接後果,對美軍制定海灣戰爭作戰方案產生了深遠影響。在美軍進行的一體化彈道飛彈防禦系統專案中,就專門採用建模模擬方法​​對彈道飛彈防禦系統進行預先評估。 2017年底,美國國防部高級研究計畫局投資1,280萬美元,專門用於虛擬模擬太空戰場建設。美國陸軍也耗資5,700萬美元研發陸軍步兵訓練系統-這款沉浸式軍事虛擬模擬訓練系統,能為士兵提供更真實的戰場作戰模擬環境。

掀起策劃作戰的“腦力激盪”

從火砲仿真、飛行器仿真、飛彈仿真到現今的各式武器系統裝備仿真以及作戰仿真,仿真技術在不斷滿足軍事應用需求的同時,自身也朝向虛擬化、網路化、智慧化、協同化與普適化方向迅速發展。為不斷完善軍用模擬計算方法、改進模擬技術手段,人們正不斷掀起謀劃作戰的「腦力激盪」。

數學建模演算法。數學模型是進行模擬的基礎,要進行模擬模擬,必須先建構被模擬物件的數學模型。同時,數學模型的正確與否以及精確度高低直接影響模擬計算結果的可信度。近年來,人工智慧技術的快速發展,為數學建模提供了新思路。引進人工智慧建構數學模型,不僅能有效改善模擬模型的逼真性、可靠性與精確性,也進一步提升了建模與模擬的效率。

虛擬實境技術。採用虛擬實境技術,人們可透過相關設備與虛擬模擬環境中的物件進行交互,進而產生「沉浸」於真實環境的效果。近年來興起的擴增實境技術,進一步增加了使用者對虛擬模擬系統的感知程度,能將軍用模擬系統產生的虛擬物件、場景和資訊疊加到真實場景中。美國陸軍目前就依賴虛擬實境和擴增實境技術開發未來整體訓練環境,實現無縫、混合的沉浸式作戰訓練。

網路網格技術。軍用仿真的實現離不開電腦、區域網路、軟體工程等技術的強大支撐,將分散於不同地點、不同類型的仿真設備或系統集成為一個整體的分散式交互仿真,為軍用仿真提供了更逼真的應用環境。近年來,可實現各類資訊快速傳輸和資源共享的網格技術成為軍用模擬的研究熱點。美國國防部已開始借助「全球資訊網格」計劃,建立起溝通戰場各類資訊要素的軍事網格,實現各類軍事網路資源的動態共享與協同應用。

在戰爭開始前穩操勝券

未來的資訊化戰爭是陸、海、空、天、電、網等多維空間同時展開的一體化戰爭,不僅戰役結構複雜、武器裝備多樣,對參戰人員和戰術運用也提出了更高要求。借助軍事模擬技術建構未來戰爭的“虛擬戰場”,實現對戰爭規模、戰爭進程、戰爭投入、作戰人員與武器裝備數量、打擊目標與打擊強度等要素的科學統籌,才能在戰爭開始之前穩操勝券。

在作戰實驗領域,美軍透過大量的電腦模擬評估和迭代優化,充分減少了因作戰方案和行動計畫不當而造成的損失。俄軍的作戰條令和戰法也都是運用數學模型進行科學推導、模擬計算得出的「戰場最優解」。透過軍用模擬分析與評估,戰場指戰員可以快速了解戰爭推演趨勢,在「虛擬戰場」中根據各種情況變化開展有效應對,進而有力提升作戰試驗效果。

在軍事訓練領域,透過沉浸式虛擬模擬訓練環境實施單兵訓練,能最大限度地貼近戰場環境,並有力提升訓練效果。近年來,美國陸軍已經在“軍官高級教程”中專門開設了“模擬沉浸”訓練課程。透過進行虛擬模擬軍事訓練,訓練的組織與實施不受時間和氣象條件限制,分散式訓練模擬系統甚至能使不同地點的參訓人員共同參與訓練。透過對具體戰場環境、戰術背景和敵方兵力進行建模和仿真,軍事訓練系統也能為訓練人員提供更逼真的戰場感知。

在裝備論證領域,武器裝備研發的全生命週期都需要模擬系統的技術支援。目前,美國在新型武器系統研發專案中大量採用模擬技術,全面支援武器裝備的開發測試、實彈評估測試和作戰測試。美國飛彈防禦局透過飛彈威脅目標建模與仿真,進一步探索出應對來襲飛彈威脅的有效措施。美國海軍則透過任務分析仿真軟體,對船艦系統和艦員的操作進行仿真,得出確定和優化艦員數量的仿真結果。未來,軍用模擬技術或將成為世界各軍事大國角逐的科技新高地。

製圖:陳 晨

中國原創軍事資源:https://www.81.cn/jfjbmap/content/2018-08/24/content_214234888.htm

China’s Military Looking at the Generation of New Quality Combat Power from the Perspective of Intelligent Victory

從智勝視角看中國軍隊新型優質戰鬥力生成

現代英語:

Intelligent victory is a distinct feature of the times in the “quality” of new quality combat power. With the development of science and technology and the evolution of war forms, intelligent joint operations based on “energy mobility and information interconnection”, supported by “network communication and distributed cloud”, with “data computing and model algorithms” as the core, and “cross-domain command and multi-domain operations” as the path, gradually outline a vivid scene of the application of new quality combat power. The intelligent trend of new quality combat power will trigger a chain breakthrough in the military field and become a key variable in changing the rules of war. To enhance new quality combat power and win future wars, we should “knock on the door” of intelligent operations and explore methods and paths to iteratively generate new quality combat power of intelligent joint operations.

Analyzing the characteristics of new quality combat power based on intelligent winning mechanism

Throughout human history, the mechanisms for winning wars have all left clear marks of the era of technological development. To understand and grasp the new quality of combat power of intelligent joint combat, we should keep up with the development of war forms and analyze its key characteristics.

The battlefield environment is distributed in multiple domains. The battlefield environment is the space for the use of new-quality combat power and the space-time framework for understanding the new-quality combat power of intelligent joint operations. Since the emergence of war, the space-time of war has undergone multiple leaps, including plane, three-dimensional, and invisible space. At present, combat confrontation is unfolding in a fusion space with dimensions including physical domain, information domain, and even biological domain and social domain. In intelligent joint operations, the status of virtual space rises and gradually integrates deeply with physical space. Invisible confrontations such as network, intelligence, and psychology constitute a new space. Establishing a virtual battlefield, realizing virtual-real interaction, and achieving virtual-real control have become new driving forces for joint operations.

Multiple integration of constituent elements. Constituent elements are the inherent characteristics of new-quality combat power and the basic elements of new-quality combat power of intelligent joint operations. Mechanized joint operations are platform-centric operations, with firepower and mobility as the dominant forces. The combination of people, mechanized equipment, and tactics is more of a superposition and accumulation, with the goal of carrying energy with objects and releasing energy with objects. Informatized joint operations are network-centric operations, with information power as the dominant force. The combination of network information, people, informationized equipment, and tactics is more of a linkage and interconnection, with the goal of gathering energy with the network and releasing energy with the network. The dominant force of intelligent joint operations is intelligence. The combat elements of cloud, network, people, equipment, and tactics are integrated through models, algorithms, and data to form a complex system with agile reorganization and autonomous adaptation, realizing the control of energy with intelligence and the control of energy with intelligence.

The mode of action is multi-functional and parallel. The mode of action is the energy release path of the new quality combat power and the key to analyzing the new quality combat power of intelligent joint operations. The use of system architecture and distributed coordination in joint operations has made distributed parallelism emerge in war. In joint operations, the speed of information sharing, mobile response, firepower strikes, and command and control decision-making has been greatly accelerated, and the effectiveness of different combat units can act in parallel. In recent local conflicts and military operations, the granularity of command and operations has become smaller and smaller, but the control range, combat effectiveness, and confrontation intensity have increased exponentially, which is the best example of multi-functional parallelism.

Evaluation and feedback from multiple perspectives. Evaluation and feedback is the iterative starting point for the evolution and improvement of new-quality combat power, the dynamic basis for promoting the development of new-quality combat power in intelligent joint combat, and an easily overlooked link in the generation of new-quality combat power. The high-precision and fast-paced characteristics of intelligent joint combat make multi-perspective evaluation and feedback a rigid need. Among them, the cloud-network-group-end link perspective can review the operating status of cloud platforms, networks, “swarms”, terminals, etc.; the manned and unmanned interaction perspective can judge the technical mechanisms of different interaction stages; the multi-domain aggregated space-time perspective is conducive to comprehensive evaluation and understanding of battlefield situations.

Reconstructing the new quality combat power generation model with system concept

At present, technologies such as artificial intelligence and cloud computing are constantly driving the transformation of the basic elements of joint operations. There is a new trend of development from separation to integration, from single equipment to clusters, and from physical to virtual-real interaction between functional modules such as intelligence, command and control, firepower, and network and electronics. The traditional combat capability generation model is no longer able to adapt to the development, and a new quality combat capability generation model should be reconstructed with new thinking.

Create an intelligent warfare system. Outdated military needs will not produce the best system for future warfare. Concept scenarios should be derived from intelligent technology, linking interactive intelligent components with existing personnel, equipment, tactics, etc. to form an intelligent combat system that includes perception, decision-making, offense and defense, support, and virtual-real interaction. An unchanging combat system will also be difficult to adapt to the rapid evolution of the war situation. An innovation chain of rapid iteration and leapfrogging should be formed to run through the entire process of generating new quality combat power and promote the evolution of the combat system from low-level to high-level.

Build agile combat units. The combat system is a high-intensity confrontation system. The faster the iteration speed in peacetime and the more advanced the construction level, the stronger the survivability in wartime. To build an intelligent joint combat system, we should start with cultivating the initiative and creativity of all individuals to form an agile team that can respond quickly and actively deal with battlefield uncertainties. Military training should fully absorb the lessons learned from recent local wars, change the traditional mode of large-scale linear deployment and group operations, highlight the distributed combat exercises of “breaking the whole into parts”, enhance the system’s anti-destruction ability, and improve stability.

Promote disruptive technological transformation. One of the secrets to the success of military revolution is the “surging” transformation of science and technology to the military. We should focus on advancing the basis of combat readiness with scientific and technological progress, transfer and transform the latest scientific achievements such as game theory, complex system science, and software definition, upgrade and transform the basic platforms of combat software and hardware, and explore the mechanism of system victory with innovative thinking, paradigms, and tools. At the same time, we should accelerate the extension of mature technologies such as mobile Internet and cloud computing to the combat system, accelerate the application of new materials, new energy, and advanced manufacturing to combat platforms, and improve the level of unmanned, bionic, and clustered intelligent combat.

Seek asymmetric checks and balances. Since the 20th century, “selective disclosure” and “cost imposition” have led opponents in the wrong direction and disrupted the rhythm, becoming common means in major countries’ military competition. Simply “fighting hard” according to the discourse system and method system dominated by others is often difficult to play one’s own advantages, and may even fall into the trap set by opponents. We should focus on leveraging our strengths and avoiding our weaknesses, scientifically choose our own combat effectiveness development path, and achieve misaligned competition. We should jump out of the leader’s preset, dynamically benchmark, and iteratively develop. Strengthen criticism and falsification to prevent being confused and misled by opponents.

Promoting the iterative development of new quality combat capabilities through continuous evolution

Whoever can take the lead in building new quality combat capability will gain the upper hand. The intelligent joint combat system is a complex and huge system that is constantly evolving. Its elements are constantly expanding and its environment spans multiple domains. It should follow the mechanism of continuous evolution and improvement, and within the scope of strategic management, take demand as the goal, efficiency as the key, and precision as the guide to promote the iterative development of new quality combat capability.

The generation link is included in strategic management. Intelligent joint operations are the new frontier for advancing war preparations and should be promoted in a coordinated manner according to the strategic management link. In the demand link, we should fully consider the gap between capabilities and needs, and scientifically justify the direction and amount of investment in construction resources; in the planning and budgeting link, we should follow the principle of matching goals and tasks with actual resources, focus on efficiency and implement budget control; in the execution and evaluation link, we should not only promote the top-level institutions to relay and coordinate operations vertically, but also regulate, supervise, and correct each field according to their responsibilities one by one.

The generation process establishes a positive cycle. Intelligent joint operations are in an era of change in which science and technology are developing from information networks to artificial intelligence, combat styles are changing from network-centric warfare to cross-domain autonomous parallel operations, and political, economic, diplomatic and military means are integrated and used. The generation process of new quality combat power should establish a positive cycle of iterative development and continuous evolution. It is necessary to pay attention to the balanced development of the capabilities of each system, as well as to clarify the levels and weights, and gradually achieve the best system and the strongest capabilities through hierarchical modeling and positive cycles.

The output of the generation is closely focused on the game confrontation. Only by keeping a close eye on the military game process can the construction of new quality combat power be targeted and in the right direction. We should focus on system competition, form a system of troops, seek system advantages, produce system results, and strengthen system capabilities in combat theory, equipment development, military training, etc., and avoid shortcomings. We should seek asymmetric checks and balances, neither closed and rigid, nor copy and paste, follow the trend, lead opponents in the key areas of building new quality combat power of intelligent joint operations, and create new advantages to check and balance powerful enemies in the process of actively responding to changes and seeking changes.

The generation efficiency is embedded in the inspection and evaluation. The generation efficiency of the new quality combat capability of intelligent joint operations should be included in the inspection and evaluation system. By analyzing strategic tasks to set operational requirements and new quality combat capability indicators, simulating and deducing the effectiveness of the use of new quality combat capability scenarios through major exercise activities, and testing and measuring new quality combat capability indicators through the design of evaluation model algorithms, evaluation and feedback can be used to support the construction of new quality combat capability of intelligent joint operations.

(Author’s unit: Strategic Assessment and Consulting Center, Academy of Military Science)

現代國語:

從智慧制勝角度看新質戰鬥力生成

■張宏昌 閻 魁 史 霞

引言

智能製勝,是新質戰鬥力「質」中鮮明的時代特徵。隨著科技發展與戰爭形態演變,以“能量機動和信息互聯”為基礎、“網絡通信和分佈式雲”為支撐、“數據計算和模型算法”為內核、“跨域指揮和多域行動”為途徑的智慧化聯合作戰,逐漸勾勒出新質戰鬥力應用的鮮活場景。新質戰鬥力的智慧化趨勢,將引發軍事領域的鍊式突破,成為改變戰爭規則的關鍵變數。提升新質戰鬥力、打贏未來戰爭,應該向智能化作戰“叩門”,探索迭代生成智能化聯合作戰新質戰鬥力的方法路徑。

按智能製勝機理解析新質戰鬥力特徵

縱觀人類史,戰爭制勝機理無不鮮明留下科技發展的時代烙印。認識掌握智慧化聯合作戰新質戰鬥力,應緊跟戰爭形態發展,解析其關鍵特徵。

戰場環境多域分佈。戰場環境是新質戰鬥力的運用空間,是認識智慧化聯合作戰新質戰鬥力的時空框架。自戰爭產生以來,戰爭時空經歷了平面、立體、無形空間等多次飛躍。目前,作戰對抗在包含物理域、資訊域甚至生物域、社會域等維度的融合空間展開。智能化聯合作戰,虛擬空間地位上升並逐漸與物理空間深度融合一體,網電、情報、心理等無形對抗構成全新空間,建立虛擬戰場、實現虛實互動、達成以虛制實成為聯合作戰新的發力端。

構成要素多元整合。構成要素是新質戰鬥力的內涵特徵,是智慧化聯合作戰新質戰鬥力的基礎元素。機械化聯合作戰是平台中心戰,主導力量是火力和機動力,人、機械化裝備、戰法的組合方式更多是疊加累積,目的是實現以物載能、以物釋能。資訊化聯合作戰是網絡中心戰,主導力量是資訊力,網絡資訊、人、資訊化裝備、戰法的組合方式更多是鏈接貫通,目的是實現以網聚能、以網釋能。智能化聯合作戰的主導力量是智力,作戰要素雲、網、人、裝備、戰法通過模型、算法、數據多元整合,構成敏捷重組、自主適應的復雜系統,實現以智蠅能、以智制能。

作用方式多能並行。作用方式是新質戰鬥力的釋能途徑,也是解析智能化聯合作戰新質戰鬥力的關鍵所在。體系架構、分佈協同在聯合作戰中的使用,使分佈並行在戰爭中嶄露頭角。聯合作戰中,資訊共享、機動反應、火力打擊、指控決策速度皆大幅加快,不同作戰單元效能可並行作用。在近年來的局部沖突和軍事行動中,指揮和作戰的顆粒度越來越小,但控制範圍、作戰效能、對抗烈度卻成倍增加,就是多能並行的最好例證。

評估反饋多層視角。評估回饋是新質戰鬥力演進提升的迭代起點,是推進智慧化聯合作戰新質戰鬥力發展的動態基礎,也是新質戰鬥力生成中易被忽視的環節。智慧化聯合作戰高精度、快節奏的特徵,讓多層視角評估回饋成為剛需。其中,雲網群端的鏈接視角,可以審視雲平台、網絡、「蜂群」、終端等運行狀況;有人無人的交互視角,能夠判斷不同交互階段技術機制;多域聚合的時空視角,有助於綜合評估認識戰場態勢。

用系統理念重構新質戰鬥力生成模式

目前,人工智慧、雲端計算等技術不斷催生聯合作戰基本要素發生嬗變。情報、指控、火力、網電等功能模塊之間,呈現由分離向融合、單裝向集群、實物為主向虛實互動發展的新趨勢。傳統作戰能力生成模式已難以適應發展,應以新思維重構新質戰鬥力生成模式。

創建智慧化戰爭體系。過時的軍事需求,孕育不出適應未來戰爭的最優體系。應以智慧科技為原點衍生概念場景,連結互動智慧零件和現有人員、裝備、戰法等,形成包含感知、決策、攻防、保障及虛實互動的智慧化作戰體系。一成不變的作戰體系,也難以適應戰爭形態的快速演變。應形成快速迭代、跨越提升的創新鏈,貫穿新質戰鬥力生成全過程,推動作戰體係從低階向高階演化。

打造敏捷性作戰單位。作戰體係是高強度的對抗系統,平時的迭代速度越迅速,建設水準越先進,戰時的生存能力就越強。打造智慧化聯合作戰體系,應以培育所有個體的主動性、創造性為起點,形成能夠快速響應,積極應對戰場不確定性的敏捷團隊。軍事訓練應充分汲取近期局部戰爭中的經驗教訓,改變大規模線式部署、集團作戰的傳統模式,突顯「化整為零」的分散式作戰演訓,增強體系抗毀性,提高穩定性。

推動顛覆性科技轉型。軍事革命的成功密碼之一,是科技向軍事的「浪湧」轉化。應著眼科技進步前移作戰準備基點,遷移轉化博弈論、複雜系統科學、軟件定義等最新科學成果,升級改造作戰軟硬體基礎平台,以創新思維、範式、工具,探尋體系製勝的機理。同時,加速移動互聯、雲端計算等成熟技術向作戰體系延伸,加速新材料、新能源、先進製造等向作戰平台應用,提高無人化、仿生化、群聚化智慧作戰水準。

謀求非對稱制衡優勢。 20世紀以來,「選擇性揭露」「成本強加」等將對手方向帶偏、節奏帶亂,成為大國軍事競爭中的慣用手段。單純依照他人主導的話語體系、方法體系“硬拼”,往往難以發揮自身優勢,甚至還會掉入對手預設的陷阱。應注重揚長避短,科學選擇自身戰鬥力發展路徑,實現錯位競爭。應跳出引領者預設,動態對標、迭代發展。強化批判證偽,防範被對手迷惑誤導。

以持續演化推動新質戰鬥力迭代發展

誰能在新質戰鬥力建設上領先一步,誰就能贏得制勝先機。智能化聯合作戰體係是一個不斷演進的復雜巨系統,其要素不斷拓展、環境跨越多域,應按照持續演化改進的機制,在戰略管理範疇內以需求為目標、以效能為關鍵、以精準為導向,推動新質戰鬥力迭代發展。

生成鏈路納入戰略管理。智慧化聯合作戰是推進戰爭準備的新前沿,應依照戰略管理連結統籌推進。需求環節,充分考慮能力與需求差距,科學論證建設資源投向投量;規劃及預算環節,依目標任務與現實資源匹配原則,著眼效益抓好預算控制執行;執行及評量環節,縱向上既要推進頂層機構接力協同作業,橫向再要調控、監督、糾偏各領域依職責逐一落實。

生成過程建立正向循環。智慧化聯合作戰處於科學技術由資訊網絡向人工智慧發展、作戰樣式由網絡中心戰向跨域自主並行作戰轉變、政治經濟外交與軍事手段融合運用的變革時代,新質戰鬥力生成過程應建立迭代發展、持續演進的正向循環。既注重各系統能力的均衡發展,也要劃清層次、釐清權重,透過分級建模、正向循環,逐步實現體系最優、能力最強。

生成輸出緊盯博弈對抗。只有緊盯軍事博弈過程,新質戰鬥力建設才能有的放矢、找準方向。應著眼體系競爭,在作戰理論、設備發展、軍訓等方面成體係用兵、謀體系優勢、出體系成果、強體系能力,避免短板缺項。要謀求非對稱制衡,既不封閉僵化,也不照抄照搬、跟風炒作,在智能化聯合作戰新質戰鬥力建設的關鍵領域領先對手,在主動應變求變中打造制衡強敵的新優勢。

產生效能嵌入檢驗評估。智慧化聯合作戰新質戰鬥力生成效能應納入檢驗評估體系。通過分析戰略任務設定作戰需求和新質戰鬥力指標、通過重大演訓活動模擬推演新質戰鬥力運用場景實效、通過設計評價模型算法檢驗度量新質戰鬥力指標,以評估反饋支撐智能化聯合作戰新質戰鬥力建設。

(作者單位:軍事科學院戰略評估諮詢中心)

來源:解放軍報 作者:張宏昌 閆魁 史霞 責任編輯:葉夢圓 2024-07-16 09

中國原創軍事資源:http://www.mod.gov.cn/gfbw/jmsd/16324777888.html

China’s Artificial Intelligence Opens the Door to Intelligent Warfare Operational Success for the Military

中國人工智慧為軍隊開啟智慧戰爭作戰成功之門

現代英語:

At the beginning of 2017, Master, known as the evolved version of “AlphaGo”, swept Ke Jie, Park Tinghuan, Iyama Yuta and other top Go players on the Go online platform, winning 60 consecutive games, setting off a “Master storm” and causing many people to worry. What humans are worried about is not that Go, known as the “last bastion of human wisdom”, will be conquered by artificial intelligence, but that artificial intelligence has subverted Go today, what will it subvert tomorrow? This is the concern that hangs in people’s minds.

Master’s consecutive victories over human masters are similar to the nature of computers proving the four-color theorem. They are all victories of computing power and algorithms. There is no need to worry too much that they will dominate and enslave humans. However, artificial intelligence is developing rapidly, and it is generally believed that strong artificial intelligence will come sooner or later. Nowadays, artificial intelligence has penetrated into every corner of life. It is not uncommon to use artificial intelligence in war. Since the arrival of the artificial intelligence era is inevitable, how we use it in future wars will become the key to victory. Whether artificial intelligence brings threats or development to mankind depends on how to use it. “The fake horse is not good at running, but it can reach a thousand miles; the fake boat is not good at sailing, but it can cross the river.” The integration of war technology and artificial intelligence may be the way of the future.

Development History of Artificial Intelligence

Artificial Intelligence Opens the Door to Intelligent Warfare

Master’s 60-game winning streak makes us think about how artificial intelligence will change our lives. Perhaps the following life scenarios will gradually become a reality:

When driving, you tell the location and the autopilot system takes you to your destination;

In hospitals, you see tug-trailer robots from the United States transporting medical equipment and “Big White” robots caring for patients;

After get off work, you press the “Go Home Mode” on your phone, and when you open the door, you find that the curtains are closed, the temperature is right, the lights are soft, the water is hot, and there is a cute home robot greeting you.

In fact, you can also use an unmanned aerial vehicle to carry a diamond ring and propose to your beloved…

We have been looking forward to this day for a long time.

The era of great development of artificial intelligence is here!

As early as shortly after the first computer came out, scientists predicted that the era of artificial intelligence would come. In 1997, when Deep Blue defeated Kasparov, this beautiful scene seemed just around the corner. However, in the second half of the 20th century, artificial intelligence research fell into a cold winter due to the failure of several attempts at technological innovation. The most recent cold winter, from the end of the 20th century to the first decade of the 21st century, was caused by the bottleneck encountered in the research of neural networks.

In recent years, everyone can clearly feel that the theoretical research and perceptible products of artificial intelligence seem to have suddenly “exploded” in a blowout manner: wearable devices have appeared in large numbers, intelligent robots have appeared frequently, the accuracy of machine face recognition exceeds that of the naked eye, companies such as Apple and BMW have worked together to develop driverless cars, and the United States and Europe have successively established projects to tackle the human brain…

The explosion of artificial intelligence projects is not a coincidence, but a leap forward after more than 10 years of silence. Ray Kurzweil, an American scientist who successfully predicted that robots will defeat human chess players, has predicted that the wonderful intersection point when artificial intelligence surpasses the sum of human wisdom will be in 2045.

So, how big an impact will this wave of artificial intelligence explosion have, how long will the impact last, and to what extent will it change human life?

From weak artificial intelligence to strong artificial intelligence. After Deep Blue dominated the chess field in 1997, artificial intelligence did not change the world as expected, and Deep Blue disappeared after more than 10 years of silence. Artificial intelligence has also remained at the stage of weak artificial intelligence and has not made any breakthroughs. This period of nearly 20 years has become the longest artificial intelligence winter to date. Some people joked that the greatest achievement in the field of artificial intelligence in the past 20 years is that Spielberg made the science fiction movie “Artificial Intelligence” that has captivated the world. Spielberg put all the rich fantasies of human beings about the future world into the movie world he created. Subsequently, a series of movies about artificial intelligence such as “Robot Butler”, “Super Hacker” and “Ex Machina” came into being. Artificial intelligence has begun to enter all aspects of human life. The use of artificial intelligence in industries such as medicine, education, services, manufacturing, and even in the military field has become common, which makes many military enthusiasts think about what artificial intelligence means to the military field and where it will go in the future?

“AlphaGo” only represents the latest achievements of artificial intelligence in the fields of deep learning of machines based on neural networks, high-performance computing and big data technology, and is a weak artificial intelligence. However, some military experts predict that the application of strong artificial intelligence in the future will bring about huge changes, just like the entry of big data five years ago. In the military field where competition and game are more intense, artificial intelligence has been increasingly moving towards the battlefield since the emergence of computers in the last century, promoting the advent of the era of intelligent warfare.

Artificial intelligence is taking big steps onto the battlefield

Artificial intelligence is an important branch of modern information technology. The world’s first programmable “Giant” computer was born in Britain during World War II. Its purpose was to help the British army decipher German codes. In recent years, artificial intelligence has been increasingly used on the battlefield, profoundly changing the face of war. In summary, the application of artificial intelligence in the military field is mainly reflected in the following five aspects:

Intelligent perception and information processing. The rapid development of micro-electromechanical systems, wireless sensor network technology, and cloud computing technology has further developed battlefield perception methods in the direction of intelligent perception and information fusion processing. The U.S. military, Russian military, French military, German military, etc. are all equipped with digital soldier systems with intelligent information perception and processing capabilities, such as the U.S. military’s “Night Warrior” and the Russian military’s “Warrior”. In fiscal year 2015, the U.S. Department of Defense’s Advanced Research Projects Agency added research and development projects such as the “cerebral cortex processor”. This processor simulates the structure of the human cerebral cortex to solve problems such as real-time control of high-speed moving objects. In the future, its application will greatly improve the autonomous action capabilities of robots and drones.

Intelligent command and control assists decision-making. The military of various countries develops various military information systems in order to build a powerful grid network information system and improve intelligent evaluation and decision-making assistance capabilities. The command and control automation systems of major military powers are constantly developing, pursuing stronger information and decision-making advantages than their opponents. In recent years, the US military has established a cyber command to vigorously strengthen its network attack and defense capabilities, focusing on the development of intelligent diagnostic information systems for network intrusions based on cloud computing, big data analysis and other technologies, which can automatically diagnose the source of network intrusions, the degree of damage to one’s own network and data recovery capabilities.

Unmanned military platforms. Western countries began to attach importance to the research and development and application of small drones, remote-controlled unmanned vehicles and unmanned boats during World War I. At present, the armies of more than 70 countries in the world are developing unmanned system platforms. The US military has equipped more than 7,000 drones, and more than 12,000 ground wheeled (or tracked) robots have been put into use on the battlefields of Iraq and Afghanistan. In the near future, the US military will achieve that ground robots account for one-third of its ground forces, and the carrier-based X-47B drone will account for one-third of the total number of carrier-based aircraft, further promoting the coordinated training and exercise between manned and unmanned platforms.

Bionic robots. Since the 21st century, robot technology has developed rapidly. Various bionic robots such as humanoid robots, robot fish, and robot insects have been continuously introduced and have been increasingly used in the military field. For example, the US military once tested a “big dog” robot on the battlefield in Afghanistan to help soldiers with accompanying support. The US Department of Defense upgraded it in 2013, increasing its load capacity to 200 kilograms, running speed to 12 kilometers per hour, bulletproof and silent. The Russian army recently plans to step up the development of humanoid robots that can drive vehicles and form a robot unit that can fight side by side with human soldiers.

Expanding people’s physical skills and intelligence. The cross-integration of information technology, new material technology and biotechnology will further expand people’s physical strength, skills and intelligence. For example, foreign militaries are developing mechanical exoskeletons to create “mech warriors” with doubled physical strength; and by implanting bioinformatics chips to improve people’s memory and reaction ability, so that human soldiers can better adapt to the highly informationized combat environment in the future.

Artificial intelligence will drive a new round of military reforms

When new military technologies, operational concepts, and organizational structures interact to significantly enhance military combat capabilities, it will trigger new military changes. The increasingly widespread application of artificial intelligence in the military field is becoming an important driver of military change, giving rise to new war styles and changing the internal mechanism of winning wars.

It brings a new impact on the concept of war. The history of human warfare has gone through the era of cold weapons, the era of hot weapons, the era of mechanization, and the era of informatization. The development of artificial intelligence has accelerated the arrival of the intelligent era. Can intelligence be divided into high-level intelligence and low-level intelligence? Do armies with high-level intelligence have an overwhelming advantage over low-level intelligence armies? If the “mechanization” of people and the “humanization” of machines are two inevitable development trends, does it go against the traditional ethics of war for robots that can think to fight instead of humans? Artificial intelligence has unprecedentedly improved battlefield perception and information processing capabilities. Does the “fog” of war still exist on the high-tech battlefield? To understand these issues, the military field must have a brainstorming session.

It brings new inspiration to theoretical innovation. The material and technological basis of war is constantly updated, opening up new space for innovation in strategic theories and operational concepts, and constantly giving birth to new disruptive technologies in the field of artificial intelligence; the combined application of precision strike ammunition, unmanned equipment and network information systems has given birth to new intelligent combat theories such as “distributed lethality”, “mothership theory”, “combat cloud” and “swarm tactics”; relying on one’s own information advantage and decision-making advantage, how to cut off and delay the opponent’s information and decision-making loop in a decentralized battlefield network has become a core issue that must be solved to win in intelligent warfare.

Future Trends in Military Applications of Artificial Intelligence

With the development and application of strategic frontier technology fields such as information technology, nanotechnology, biotechnology, new materials technology, and new energy technology, artificial intelligence-related technologies will continue to mature and play an increasingly important role in the military field.

Artificial intelligence technology and equipment continue to make breakthroughs. Major countries have elevated artificial intelligence to the level of national strategy. The Office of the Chief Scientist of the U.S. Air Force has issued the “Unmanned Systems Horizon” technology assessment and forecast report for 2035, which believes that the automation, autonomy and remote control performance of various unmanned systems and combat platforms in the future will continue to make breakthroughs with the advancement of technology. In particular, with the advancement of technologies such as super-large-scale computing, quantum computing, cloud computing, big data, and brain-like chips, artificial intelligence information processing and control technology will be greatly developed, profoundly changing the proportion of artificial intelligence technology in modern warfare.

Artificial intelligence has given rise to the vigorous development of new combat forces. The widespread application of artificial intelligence systems and combat platforms will make artificial intelligence, as an important combat element, permeate the entire process of war and combat preparation, and further enrich the connotation of new combat forces. With the application of drone formations, unmanned submarine formations, battlefield robot soldier formations, and coordinated formations of unmanned and manned combat units on the battlefield, various types of “mixed” new combat forces will continue to emerge. With the construction and application of military Internet of Things, military big data, and cloud computing technology in the military field, artificial intelligence combat forces such as “cloud brain”, “digital staff”, and “virtual warehousing” for information support, command and control, effect evaluation, and logistics support will play an increasingly important role in future wars.

Artificial intelligence is constantly evolving and upgrading through actual combat applications. Artificial intelligence systems and combat platforms, which are supported by information technology, are different from the research and development model of traditional mechanized weapons and equipment. Mechanized weapons and equipment are generally put into use after the technology matures until they are scrapped and eliminated, and have a certain service life; artificial intelligence systems are developed in the mode of system prototype-practical training-evolutionary upgrade. Artificial intelligence systems often use continuous evolution to improve their intelligence level according to different versions. The evolution direction of artificial intelligence is always towards high-level intelligence. This law of development of artificial intelligence systems and combat platforms has revolutionary significance for military training and combat capability improvement. In recent years, the United States and its allies have continued to organize activities such as the “Schriever” space (network) exercise and the “Lockton” cybersecurity exercise, which are repeated tests and upgrades of their artificial intelligence information systems. In the future, upgrading training of artificial intelligence systems and various unmanned combat platforms through continuous confrontation exercises will be an important way to improve combat effectiveness.

Artificial Intelligence Helps Build Smart National Defense

Data is called a strategic resource in the information age. The emergence of artificial intelligence provides methods and means for humans to deeply mine the wisdom resources of data information, and is leading and reshaping the development trend of the world’s new military transformation. Facing the booming wave of artificial intelligence, how to meet challenges, seize opportunities, accelerate the construction of military informatization, and enhance the core military capabilities to win modern wars are the contemporary issues that our army must answer to achieve the goal of strengthening the army. On the one hand, our army must keep a clear mind and make prudent judgments. We must not be frightened by the seemingly powerful and mysterious appearance of artificial intelligence, nor blindly applaud it, nor be indifferent and lose the opportunity for development, and be attacked by opponents due to lack of technical cognition. Breakthroughs in individual technical fields of artificial intelligence are nothing more than an extension of human intelligence, but they cannot replace the dominant position of human intelligence. People are still the core element of all elements of combat effectiveness, and people’s subjective initiative is still the key to determining the outcome of intelligent warfare. On the other hand, our army should implement the military-civilian integration development strategy and the innovation-driven development strategy, grasp the trend of the times, highlight the characteristics of our army, keep a close eye on the opponent’s layout, boldly absorb and apply the relevant technological achievements of artificial intelligence to promote the information construction of the army, and try to apply artificial intelligence technology to achieve transformation and upgrading in platform construction, logistics support, military training, national defense mobilization and other fields. Actively develop countermeasures against the opponent’s military application of artificial intelligence, and explore the winning mechanism of the game with strong enemies in the field of artificial intelligence in practice.

Related links

The military application of artificial intelligence in the United States, Russia and other countries

United States: In July 2016, the U.S. Marine Corps tested the Modular Advanced Armed Robotic System (MAARS), which uses sensors and cameras to control gun-wielding robots based on artificial intelligence. The “Army Global Military Command and Control System” developed by the U.S. Army has been equipped with Army Aviation Force transport helicopters, allowing helicopter pilots to maintain contact with frontline soldiers and command ground forces.

Russia: The “Wolf-2” mobile robot system being developed by the Russian Strategic Missile Forces uses a tracked chassis and can be controlled via radio channels within a range of 5 kilometers. The shooting accuracy is guaranteed by a thermal imager, ballistic computer, laser rangefinder and gyro stabilizer, and it can hit the target at a speed of 35 kilometers per hour.

Israel: The robot “Dogo” developed by the company is an automatically armed tactical combat robot, which comes with a standard Glock 26 9mm caliber pistol. It can be said to be a little devil.

The arrival of the “Master” makes the combat style develop towards unmanned

The Go account Master has challenged the world’s top players on two major Go platforms, Yicheng Go and Tencent Go, and won 60 consecutive games, which has attracted great attention from the world on artificial intelligence. Few people thought that in the field of Go, machines did not experience a period of “stalemate” with humans, but directly left in the dust.

Engels once said that the application of cutting-edge technology began in the military field. Military struggle is a comprehensive contest covering multiple dimensions, multiple fields, full time domain and high intensity, and the addition of artificial intelligence will accelerate the pace of military reform in various countries like a catalyst. Looking at the entire process of the two industrial revolutions and the two world wars, we will find that there is an inevitable connection between “technology” and “war”. Technology will trigger war, and war in turn will promote the development of technology. At this stage, all countries have made great progress in the development of information and intelligent weapons and equipment, and various precise positioning, precise strike, and precise evaluation weapon systems have emerged in an endless stream. However, humans have not yet been separated from the weapon system, and a large part of the operations still need to be completed manually. The combination of artificial intelligence and weapons and equipment means that in the future, from searching and discovering targets, to threat assessment, to locking and destroying, and then to effect evaluation, this series of processes does not require human participation at all. Machines can help us make decisions and achieve unmanned development of combat styles.

Master quietly disappeared after winning 60 games in a row, but discussions about the future of artificial intelligence are still endless: Will it take away human jobs, or will it be an extension of human functions? Will it eventually surpass human intelligence, or will it merge with humans? The answers to these questions are not as simple as either one or the other. Solving them will accompany the future development of artificial intelligence. In 1997, “Deep Blue” defeated Kasparov, making more use of computer computing expertise such as hardware acceleration and brute force computing. AlphaGo uses new artificial intelligence technologies such as neural networks, deep learning, and Monte Carlo tree search, and its strength has already made a substantial leap. These new technologies make artificial intelligence more competent for tasks such as voice and image recognition and evaluation and analysis, and are therefore an important development direction.

Although the dust has settled on this round of the Go “man-machine battle”, the thoughts it has triggered in various fields are very worthy of study. Among them, “‘man-machine battle’ is the best pre-practice of war” is particularly worthy of serious study in the military field. Whether in the era of cold weapons or the mechanized era, fighting on the front line relies on “human wave tactics”, and solving problems requires “concentrating superior forces”. Informatized warfare no longer uses “human wave tactics”, and the scene of large-scale fighting is difficult to reproduce, but as far as the entire war is concerned, the use of troops is not necessarily less, on the contrary, it may be more, but the number of troops used at the forefront has been greatly reduced, and the position of the troops has undergone a major shift. In the unmanned, networked and non-contact combat mode of future wars, there will be more participants, and sometimes you cannot know who the opponent is or where he is hiding.

Although the competition field and the battlefield have different operating rules, many of the winning mechanisms are the same. In the past, we could only learn about war in war, but now we can learn about war in a computer-simulated, near-actual combat environment, and deduce the offensive and defensive modes and development trends of future wars. “AlphaGo” can easily collect the chess games of many Go masters, but in the military field, it is extremely difficult to obtain relevant data on your opponent’s training, exercises, and even combat! Future wars are carried out with the support of information systems. Only by solving the core problem of human-machine integration can we take the initiative on the battlefield and win the final victory in modern warfare. (Zhu Qichao, Wang Jingling, Li Daguang)

現代國語:

寫在前面

2017年伊始,被稱為進化版“阿爾法狗”的Master在圍棋網絡平台橫掃柯潔、樸廷桓、井山裕太等圍棋界頂尖高手,豪取60連勝,掀起一股“Master風暴”,也引起了很多人的擔憂。人類擔心的不是圍棋這塊被稱為「人類智慧的最後堡壘」的領域被人工智慧攻克,而是擔心人工智慧今天顛覆了圍棋,明天還會顛覆什麼?這是橫亙在人們心頭的顧慮。

Master連勝人類高手,與電腦證明四色定理性質相似,都是算力與演算法的勝利,不用過度擔憂它們會主宰人類、奴役人類。但人工智慧發展日新月異,大家普遍認為強人工智慧降臨是遲早的事。如今,人工智慧已經滲入生活的各個角落。在戰爭中運用人工智慧的情況也並不罕見,既然人工智慧時代的到來已經無法避免,那麼未來戰爭中我們如何運用它將會成為致勝關鍵。人工智慧帶給人類的是威脅還是發展,關鍵在於如何利用,「假輿馬者,非利足也,而致千里;假舟楫者,非能水也,而絕江河。」戰爭技術與人工智慧融合,也許是未來之路。

人工智慧發展歷程

人工智慧叩開智慧化戰爭大門

Master的60連勝讓人思考人工智慧會為我們的生活帶來如何的改變。或許,以下這些生活場景將陸續變成現實:

開車時,你說出地點,自動駕駛系統將你帶到目的地;

在醫院,你看到來自美國的拖車機器人在運送醫療器材和「大白」機器人在照顧病人;

下班後,你按下手機上的“回家模式”,推開家門你發現,窗簾已經拉上,溫度適宜,燈光柔和,熱水燒好,還有可愛的家居機器人跟你問好賣萌;

其實,你還可以使用無人飛行器,載著鑽戒,向心愛的她求婚…

這一天,我們期待已久。

人工智慧大發展時期來了!

早在第一台電腦問世後不久,就有科學家預言,人工智慧的時代必將來臨。 1997年,當「深藍」戰勝了卡斯帕羅夫之後,這美好的情景似乎更是指日可待。但在20世紀後半葉,人工智慧研究卻因為數次技術革新嘗試的失敗而陷入寒冬。最近的一個寒冬期,從20世紀末到21世紀的頭10年,是因為神經網路的研究遭遇瓶頸而帶來的。

近年來,大家都能明顯地感覺到,人工智慧的理論研究和可感知產品似乎突然井噴式地「爆發」了:可穿戴設備扎堆出現,智慧機器人頻頻亮相,機器的人臉辨識準確率超過肉眼,蘋果和寶馬等公司齊發力無人駕駛汽車,美國、歐洲先後設立人類大腦攻關計畫…

人工智慧計畫的大爆發,並不是巧合,而是在經歷了10餘年的沉寂後迎來的飛躍式發展。成功預言機器人必將會戰勝人類棋手的美國科學家雷‧庫茲韋爾又預言:人工智慧超越人類智慧能總和的那個奇妙交點,就在2045年。

那麼,這一波人工智慧的爆發會有多大影響,影響的時間會持續多久,又會在多大程度上改變人類的生活呢?

從弱人工智慧到強人工智慧。 1997年「深藍」在西洋棋領域稱霸以後,人工智慧沒有像預想的那樣改天換地,而「深藍」則在沉寂了10多年,銷聲匿跡。人工智慧也一直停留在弱人工智慧的階段,遲遲沒有突破,這段跨度近20年的時間,成為了迄今為止最長的一次人工智慧寒冬。有人戲談,這20年裡面人工智慧領域最大的成就,就是史匹柏拍出了《人工智慧》這部讓全世界傾倒的科幻電影,史匹柏把人類對於未來世界的豐富幻想傾盡所能地放入了自己製造的電影世界。隨之,《機器管家》《超級駭客》《機械姬》等一系列講述人工智慧的電影應運而生。人工智慧開始進入人類生活的各個層面,醫療、教育、服務、製造等產業,甚至軍事領域的人工智慧運用也變得普遍起來,這讓許多軍事愛好者思考,人工智慧對於軍事領域究竟意味著什麼,未來將走向何方?

「阿爾法狗」只代表了人工智慧在基於神經網路的機器深度學習、高效能運算和大數據技術等領域的最新成就,屬弱人工智慧。但有軍事專家預言,未來強人工智慧的運用就會如同5年前大數據的進入一樣,帶來巨大的改變。在競爭與博弈更為激烈的軍事領域,人工智慧自上個世紀隨著電腦的出現已經越來越多地走向戰場,推動著智慧化戰爭時代的來臨。

人工智慧正大踏步走上戰場

人工智慧是現代資訊科技的重要分支,世界上第一台可編程的「巨人」電腦誕生於二戰期間的英國,其目的就是為了幫助英軍破解德軍密碼。近年來,人工智慧越來越多地走上戰場,深刻改變戰爭面貌。總結來看,人工智慧在軍事領域的應用主要表現在以下5個面向:

智慧化感知與資訊處理。微機電系統、無線感測器網路技術、雲端運算技術的快速發展,使得戰場感知手段進一步朝著智慧感知與資訊融合處理的方向發展。美軍、俄軍、法軍、德軍等均裝備了具有智慧化訊息感知與處理能力的數位化士兵系統,如美軍的「奈特勇士」、俄軍的「戰士」等。美國國防部高級研究計畫局2015財年中新增了「大腦皮質處理器」等研發項目,該處理器透過模擬人類大腦皮質結構,解決高速運動物體的即時控制等難題,未來投入應用將大幅提高機器人、無人機等的自主行動能力。

智能化指揮控制輔助決策。各國軍隊透過開發各種軍事資訊系統,目的是建構功能強大的柵格化網路資訊體系,提升智慧化評估和輔助決策能力。各軍事大國不斷發展的指揮控制自動化系統,追求比對手更強的資訊優勢與決策優勢。近年來,美軍建立網路司令部,大力加強網路攻防能力,專注於雲端運算、大數據分析等技術研發針對網路入侵的智慧診斷資訊系統,能夠自動診斷網路入侵來源、己方網路受損程度與資料恢復能力。

無人化軍用平台。西方國家在一戰期間就開始重視小型無人機、遙控無人車和無人艇的研發應用。目前世界上已有70多個國家軍隊在發展無人系統平台。美軍已裝備的無人機達7,000多架,在伊拉克、阿富汗戰場上投入運用的地面輪式(或履帶式)機器人超過12,000個。美軍近期將實現地面機器人佔地面兵力的三分之一,艦載型X-47B無人機將佔艦載機總量的三分之一,進一步推進有人平台與無人平台之間的協同編組演訓。

仿生機器人。自21世紀以來,機器人技術呈現井噴式發展,類人機器人、機器魚、機器昆蟲等各種仿生機器人不斷問世,並在軍事領域有了越來越多的應用。例如美軍曾在阿富汗戰場上試驗了一款「大狗」機器人,幫助戰士實施伴隨保障。美國防部於2013年升級,提升負重至200公斤、奔跑時速每小時12公里、防彈和靜音效果。俄羅斯軍隊近來計畫加緊研發可以駕駛車輛的類人機器人、組成可與人類戰士並肩戰鬥的機器人部隊。

擴展人的體能技能和智能。資訊科技、新材料科技和生物科技的交叉融合使得人的體能、技能和智慧將進一步擴展。例如,外軍正透過研發機械外骨骼,來打造體力倍增的「機甲戰士」;透過生物資訊晶片的植入來提升人的記憶力與反應能力,以使人類戰士更能適應未來高度資訊化的作戰環境。

人工智慧將推動新一輪軍事變革

當新的軍事技術、作戰理念和組織編成相互作用顯著提升軍事作戰能力時,將促進新的軍事變革的發生。人工智慧在軍事領域越來越廣泛的應用,正成為軍事變革的重要推手,催生新的戰爭樣式,改變戰爭制勝的內在機制。

對於戰爭觀念帶來新的衝擊。人類戰爭史經歷了冷兵器時代、熱兵器時代、機械化時代、資訊時代,人工智慧的發展使得智慧化時代加速到來。智能是否可分為高階智能和低階智能?擁有高階智慧化程度的軍隊對於低階智慧化的軍隊是否具有壓倒性優勢?如果人的「機器化」和機器的「人化」是兩個必然的發展趨勢,會思考的機器人取代人類拼殺是否有違傳統的戰爭倫理?人工智慧使得戰場感知能力和資訊處理能力空前提高,在高技術化的戰場上戰爭的「迷霧」是否仍舊存在?對於這些問題的理解,要求軍事領域必須來一場腦力激盪。

對於理論創新帶來新的啟發。戰爭的物質技術基礎不斷更新,為戰略理論和作戰概念創新開闢了新的空間,不斷催生人工智慧領域新的顛覆性技術;精確打擊彈藥、無人化裝備與網路資訊體系的組合應用,催生了“分散式殺傷”“母艦理論」「作戰雲」「蜂群戰術」等新的智能化作戰理論;憑藉己方的信息優勢和決策優勢,如何在去中心化的戰場網絡中切斷和遲滯對手的信息與決策迴路,成為智能化戰爭制勝必須解決的核心問題。

人工智慧軍事應用的未來趨勢

隨著資訊科技、奈米技術、生物技術、新材料技術、新能源技術等戰略前沿技術領域的發展應用,必將繼續推動人工智慧相關技術日益成熟,在軍事領域扮演越來越重要的角色。

人工智慧技術與裝備不斷取得突破。主要國家紛紛將人工智慧提升到國家戰略高度,美空軍首席科學家辦公室頒布2035年的《無人系統地平線》技術評估與預測報告,認為未來各類無人系統與作戰平台的自動化、自主性和遠端遙控性能將隨著技術的進步而不斷取得突破。尤其隨著超大規模運算、量子運算、雲端運算、大數據、類腦晶片等技術的進步,將使得人工智慧的資訊處理與控制技術獲得極大發展,深刻改變現代戰爭人工智慧的技術比重。

人工智慧催生新型作戰力量蓬勃發展。人工智慧系統與作戰平台的廣泛應用,將使人工智慧作為重要的作戰要素滲透於戰爭與作戰準備的整個流程,進一步豐富新型作戰力量的內涵。隨著無人機編組、無人潛航器編組、戰場機器人士兵編組以及無人與有人作戰單元的協同編組走向戰場應用,各類「混搭式」新型作戰力量將持續出現。隨著軍事物聯網、軍用大數據、雲端運算技術在軍事領域的建置運用,用於資訊支援、指揮控制、效果評估、後勤支援的「雲端大腦」、「數位參謀」、「虛擬倉儲」等人工智慧作戰力量將在未來戰爭中發揮越來越重要的作用。

人工智慧透過實戰應用不斷演化升級。以資訊科技為核心支撐的人工智慧系統與作戰平台,與傳統機械化武器裝備的發展發展模式不同。機械化武器裝備一般在技術成熟後投入使用直到報廢淘汰,有著一定的使用壽命;人工智慧系統則是按照系統原型-實踐訓練-演化升級的模式發展,人工智慧的系統往往按照不同版本用不斷演化的方式提升其智能化水準。人工智慧的演化方向總是朝著高階智慧不斷升級,人工智慧系統與作戰平台的這種發展法則對於軍事訓練和作戰能力提升具有革命性意義。美國及其盟友近年來持續組織「施里弗」太空(網路)演習、「鎖頓」網路安全演習等活動,就是其人工智慧資訊系統的反覆測試與升級演化。未來,透過持續的對抗演習對人工智慧系統和各類無人化作戰平台的升級訓練,將是戰鬥力提升的重要方式。

人工智慧助力智慧國防建設

數據被稱為資訊時代的戰略資源,人工智慧的出現,為人類深度挖掘數據資訊的智慧資源提供了方法手段,正在引領並重塑世界新軍事變革的發展態勢。面對人工智慧蓬勃發展的浪潮,如何迎接挑戰,把握機遇,加速推進軍隊資訊化建設,提升打贏現代戰爭的核心軍事能力,是我軍實現強軍目標必須回答的時代議題。一方面,我軍要保持清醒頭腦、審慎研判,既不能被人工智慧看似強大神秘的表象所嚇倒,也不能盲目叫好,更不能無動於衷而喪失發展的機遇,由於缺乏技術認知力而被對手造成技術突襲。人工智慧個別技術領域的突破,不過是人類智能的延伸,卻不能取代人類智能的支配地位,人仍是戰鬥力各要素中的核心要素,人的主觀能動性仍是決定智能化戰爭勝負的關鍵。另一方面,我軍應貫徹軍民融合發展戰略、創新驅動發展戰略,掌握時代趨勢,彰顯我軍特色,緊盯對手佈局,大膽吸收應用人工智慧相關技術成果助推軍隊資訊建設,在平台建設、後勤保障、軍事訓練、國防動員等領域嘗試應用人工智慧技術實現轉型升級,積極發展針對對手人工智慧軍事應用的反製手段,在實踐中探索人工智慧領域與強敵博弈的致勝機制。

相關連結

美俄等國人工智慧在軍事上的運用

美國:2016年7月,美國海軍陸戰隊測試模組化先進武裝機器人系統(MAARS),利用感測器和攝影機基於人工智慧控制持槍機器人。美國陸軍開發的“陸軍全球軍事指揮控制系統”,目前已經裝備陸軍航空部隊運輸直升機,可使直升機駕駛員與前線士兵保持聯絡,並指揮地面部隊。

俄羅斯:俄羅斯戰略飛彈部隊正在研發的「狼式—2」移動式機器人系統使用履帶式底盤,可在5公里範圍內透過無線電頻道控制,由熱成像儀、彈道電腦、雷射測距儀和陀螺穩定器保證射擊精度,能夠在時速35公里的情況下擊中目標。

以色列:研發的機器人「多戈」自動武裝戰術作戰機器人,自備一支標準格洛克26型9毫米口徑手槍,堪稱人小鬼大。

「大師」來襲,讓作戰樣式向無人發展

圍棋帳號Master(大師),連續在弈城圍棋、騰訊圍棋兩大圍棋平台中,挑戰世界頂尖棋手,取得60連勝,引發全球對人工智慧的高度關注。幾乎沒有多少人想到,在圍棋領域機器沒有經歷與人類「相持」的時期,直接就絕塵而去。

恩格斯曾說過,尖端科技的應用最早是從軍事領域開始。軍事鬥爭是涵蓋多維度、多領域、全時域、高強度的綜合較量,而人工智慧的加入將如催化劑般加快各國軍事變革步伐。縱觀兩次工業革命和兩次世界大戰的整個過程,我們會發現「科技」和「戰爭」存在著必然的聯繫。科技會觸發戰爭,戰爭反過來推動科技的發展。現階段各國在武器裝備資訊化、智慧化發展方面都取得長足進步,各種精確定位、精確打擊、精確評估武器系統層出不窮。但是人類還未能從武器系統中分離出來,很大部分操作依然需要人工完成。人工智慧與武器裝備結合就意味著以後,從搜尋發現目標,到威脅評估,到鎖定摧毀,再到效果評估,這一系列過程完全不需要人類參與,機器就能幫我們作決定,做到作戰樣式無人發展。

Master取得60連勝後悄悄消失,但人工智慧何去何從的探討仍不絕於耳:它會搶了人類飯碗,還是作為人類功能的延伸?它終將超越人類智慧,還是會與人類融合?這些問題的答案,不是非此即彼那麼簡單。對於它們的求解,將伴隨著人工智慧未來的發展。 1997年「深藍」擊敗卡斯帕羅夫,更多發揮了硬體加速、暴力計算等電腦運算特長。而AlphaGo使用神經網路、深度學習、蒙地卡羅樹搜尋法等人工智慧新技術,實力早有實質飛躍。這類新技術讓人工智慧更加勝任語音和影像辨識以及評估分析等工作,因此是重要發展方向。

這一輪的圍棋「人機大戰」雖然塵埃落定,但它在各領域引發的思考卻非常值得研究。其中,「『人機大戰』是戰爭最好的預實踐」特別值得軍事領域認真研究。不管是冷兵器時代,還是機械化時代,在前方打仗靠的是“人海戰術”,解決問題需要“集中優勢兵力”。資訊化戰爭不再打“人海戰術”,大兵團廝殺的場景難於再現,但就整個戰爭而言,用兵並不見得少,相反有可能還多,只不過是用在最前沿的兵大大減少了,用兵的位置發生了乾坤大挪移。未來戰爭無人、網路化和非接觸的作戰模式,參與者會變得更多,有時你無法知道對手是誰、藏在哪裡。

賽場和戰場雖然有不同的運作法則,但制勝機制很多則是相通的。過去,我們只能在戰爭中學習戰爭,現在可以在電腦模擬的近似實戰環境下學習戰爭,推演未來戰爭的攻防模式和發展趨勢。 「阿爾法狗」可以輕易蒐集獲得眾多圍棋高手的棋局,但在軍事領域,你想要獲得對手訓練、演習乃至作戰方面的相關數據,難上加難!未來戰爭是在資訊體系支撐下進行的,只有解決好人機融合這一核心問題,才能佔據戰場的主動,贏得現代戰爭最後的勝利。 (朱啟超、王婧凌、李大光)

中國原創軍事資源:https://military.people.com.cn/n1/2017/0123/c1011-29044316888.html